Conference Papers

NS CTA researchers have given keynote addresses and invited talks all over the world, on topics such as:

The NS CTA has published over 1000 conference papers.

Title

Authors

Venue

Date

Accountability and Deterrence in Online Life

Joan Feigenbaum (Yale University); James Hendler (RPI);
Aaron Jaggard (Colgate); Daniel Weitzner (MIT); Rebecca Wright (Rutgers)

WebSci11

2011-06-14

CUNY_BLENDER TAC-KBP2011 Temporal Slot Filling System
Description

Javier Artiles (CUNY); Qi Li (CUNY); Taylor Cassidy
(CUNY); Suzanne Tamang (CUNY); Heng Ji (CUNY)

Proc. Text Analytics Conference (TAC2011)

2012-04-25

Communities and Balance in Signed Networks: A Spectral
Approach

Pranay Anchuri (RPI); Malik Magdon-Ismail (RPI)

4th International on Advances in Social Networks Analysis
and Mining (ASONAM)

2012-08-20

Decision-driven Execution: A Distributed Resource
Management Paradigm for the Age of IoT

Tarek Abdelzaher (UIUC); Md Tanvir Amin (UIUC); Amotz
Bar-Noy (CUNY); Will Dron (BBN); Ramesh Govindan (USC); Reginald Hobbs (ARL);
Shaohan Hu (UIUC); Jung-Eun Kim (UIUC); Kelvin Marcus (ARL); Shuochao Yao
(University of Illinois Urbana Champaign); Yiran Zhao (UIUC)

37th IEEE International Conference on Distributed
Computing Systems (ICDCS)

2017-06-10

On Reliable Modeling of Open Cyber-physical Systems and
its Application to Green Transportation

Hossein Ahmadi (UIUC); Tarek Abdelzaher (UIUC); Jiawei Han
(UIUC); Nam Pham (UIUC); Raghu Ganti (IBM Research)

Proc. of 2011 ACM/IEEE Int. Conf. on Cyber-Physical
Systems (ICCPS’11)

2011-04-15

An Evaluation Framework for Aggregated Temporal
Information Extraction

Enrique Amigo (UNES); Javier Artiles (CUNY); Qi Li (CUNY);
Heng Ji (CUNY)

Proc. SIGIR2011 Workshop on Entity-Oriented Search

2011-10-24

Edge-assisted Detection and Summarization of Key Global
Events from Distributed Crowd-sensed Data

Fahim Abdelrahman (UCR); Neupane Ajaya (UCR); Evangelos
Papalexakis (UCR); Lance Kaplan (ARL); Srikanth Krishnamurthy (UCR); Tarek
Abdelzaher (UIUC)

IEEE International Conference on Cloud Engineering (IC2E)

2019-06-18

Crowd-sensing with Polarized Sources

Md Tanvir Amin (UIUC); Tarek Abdelzaher (UIUC); Dong Wang
(UIUC); Bolek Szymanski (RPI)

Proc. IEEE International Conference on Distributed
Computing in Sensor Systems (DCOSS 2014), Marina Del Rey, California, USA,
May 26-28, 2014, pp. 67-74.

2014-05-28

Unveiling Polarization in Social Networks: A Matrix
Factorization Approach

Lance Kaplan (ARL); Tarek Abdelzaher (UIUC); Shuochao Yao
(UIUC); Charu Aggarwal (IBM); Md Tanvir Amin (UIUC)

IEEE Infocom 2017

2017-05-01

Protocols for Efficient Inference Communication

Carl Andersen (BBN); Prithwish Basu (BBN); Basak Guler
(PSU); Aylin Yener (PSU); Ebrahim Molavianjazi (PSU)

The 7th International Workshop on Information Quality and
Quality of Service for Pervasive Computing (IQ2S 2015)

2015-03-27

Pay Few, Influence Most: Online Myopic Network Covering

Konstantin Avrachenkov (INRIA); Prithwish Basu (BBN);
Giovanni Neglia (INRIA); Bruno Ribeiro (UMASS); Don Towsley (UMASS)

NetSciCom’14

2014-05-02

On Sensor Selection in Linked Information Networks

Charu Aggarwal (IBM); Amotz Bar-Noy (CUNY); Simon Shamoun
(CUNY)

IEEE DCoSS

2011-06-27

Link Prediction Across Multiple Social Networks

Muhammad Ahmad (UMN); Zoheb Borbora (UMN); Jaideep
Srivastava (UMN); Noshir Contractor (NWU)

Domain Driven Data Mining Workshop (DDDM2010), ICDM 2010

2011-03-31

Love all, trust a few: Link prediction for trust and
psycho-social factors in MMOs.

Muhammad Ahmad (UMN); Zoheb Borbora (UMN); Jaideep
Srivastava (UMN); Noshir Contractor (NWU)

Social Computing, Behavioral-Cultural Modeling and Prediction

2012-10-01

Guilds Play in MMOs: Rethinking Common Group Dynamics
Models

Muhammad Ahmad (UMN); Zoheb Borbora (UMN); Jaideep
Srivastava (UMN); Dmitri Williams (USC)

SofInfo

2011-10-06

Temporally Evolving Community Detection and Prediction in
Content-Centric Networks

Ana Paula Appel (IBM); Renato de Cunha (IBM); Charu
Aggarwal (IBM); Marcela Terakado (IBM)

European Conference on Machine Learning

2018-06-22

Opinion Formation Threshold Estimates from Different
Combinations of Social Media Data-Types

Alex Neigel (ARL – CISD); Bolek Szymanski (RPI); Gyorgy
Korniss (RPI); Casey Doyle (RPI); Derrik Asher (ARL – CISD); Justine Caylor
(ARL – CISD)

Proceedings of the 52nd Hawaii International Conference on
System Sciences (HICSS), Grand Wailea, HI, Jan 8-11, 2019, pp. 2689-2698.

2019-01-11

Opinion Fraud Detection in Online Reviews using Network
Effects

Leman Akoglu (Stony Brook University); Rishi Chandy (CMU);
Christos Falutsos (CMU)

ICWSM, Boston, MA, July 2013

2013-07-10

OPAvion: Mining and visualization in large graphs

Leman Akoglu (CMU); Duen Chau (CMU); Danai Koutra (CMU);
Christos Faloutsos (CMU)

2012 ACM SIGMOD/PODS

2012-05-24

The Investigation of Social Media Data Thresholds for
Opinion Formation

Bolek Szymanski (RPI); Eric Heilman (ARL); Elizabeth
Bowman (ARL); Gyorgy Korniss (RPI); John Richardson (ARL); Justine Caylor
(ARL); Mark Mittrick (ARL); Derrik Asher (ARL)

International Command and Control Research &
Technology Symposium (ICCRTS), Los Angeles, CA, November 6-8, 2017, paper 27.

2017-11-08

Node classification in uncertain graphs

Charu Aggarwal (IBM); Michele Dallachiesa (University of
Trento); Themis Palpanas (Paris Descartes University)

Symposium on Scientific and Statistical Databases

2014-05-07

Measuring Behavioral Trust in Social Networks

Sibel Adali (RPI); Robert Escriva (RPI); Mark Goldberg
(RPI); Mykola Hayvanovych (RPI); Malik Magdon-Ismail (RPI); Bolek Szymanski
(RPI); William Wallace (RPI); Gregory Williams (RPI)

Proc. IEEE International Conference on Intelligence and
Security Informatics (ISI),pp. 150-152, Vancouver, Canada, May 23-26, 2010

2010-05-10

What is Strange in Large Networks? Graph-based
Irregularity and Fraud Detection

Leman Akoglu (Stony Brook University); Christos Faloutsos
(CMU)

Tutorial, IEEE ICDM 2012

2012-12-11

Measuring the Strength of Networks of Teams: Metrics and
Properties

Ali Assarpour (CUNY); Saman Farhat (CUNY); Ou Liu (CUNY);
Alexey Nikolaev (CUNY); Amotz Bar-Noy (CUNY); Prithwish Basu (BBN); Saad
Mneimneh (CUNY); Ram Ramanathan (BBN)

Seventh IEEE International Workshop on Network Science for
Communication Networks (NetSciCom 2015)

2015-04-27

Predicting Personality with Social Behavior

Sibel Adali (RPI); Jennifer Golbeck (UMD)

ASONAM 2012

2012-04-23

Beyond Blocks: Hyperbolic Community Detection

Miguel Araujo (CMU); Stephan Günnemann (CMU); Gonzalo
Mateos (CMU); Christos Faloutsos (CMU)

PKDD’14

2014-11-21

OPAvion: Mining and visualization in large graphs (Demo
paper)

Leman Akoglu (CMU); Duen Horng Chau (CMU); U Kang (CMU);
Danai Koutra (CMU); Christos Faloutsos (CMU)

SIGMOD 2012

2012-04-16

Seeding Influential Nodes in Non-Submodular Models of
Information Diffusion

Elloit Anshelevich (RPI); Ameya Hate (RPI); Malik
Magdon-Ismail (RPI)

12th International Conference on Autonomous Agents and
Multiagent Systems (AAMAS)

2013-05-01

Edge classification in networks

Charu Aggarwal (IBM Watson Research Center); Gewen He
(Florida State University); Peixiang Zhao (Florida State University)

2016 IEEE 32nd International Conference on Data
Engineering (ICDE)

2016-05-16

Applying Traditional Signal Processing Techniques to
Social Media Exploitation for Situational Understanding

Tarek Abdelzaher (UIUC); Mike Kolodny (ARL); Heather Roy
(ARL); Prasanna Giridhar (University of Illinois at Urbana Champai); Md
Tanvir Amin (UIUC); Elizabeth Bowman (ARL)

SPIE Defense and Security

2016-04-15

Guilt by Association? Network Based Propagation Approaches
for Gold Farmer Detection

Muhammad Ahmad (UMN); Brian Keegan (NEU); Atanu Roy (UMN);
Dmitri Williams (USC); Jaideep Srivastava (UMN); Noshir Contractor (NWU)

2013 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2013-06-10

Towards analyzing adversarial behavior in clandestine
networks.

Muhammad Ahmad (UMN); Brian Keegan (NWU); Sullivan Sophia
(NWU); Dmitri Williams (USC); Jaideep Srivastava (UMN); Noshir Contractor
(NWU)

Association for the Advancement of Artificial Intelligence
Workshop

2011-12-31

Trust Amongst Rogues? A Hypergraph Approach for Comparing
Clandestine Trust Networks in MMOGs.

M Ahmad (university of minnesota); B Keegan (northwestern
university); D Williams (university of south california); J Srivastava
(university of minnesota); N Contractor (northwestern university)

5th International AAAI Conference on Weblogs and Social
Media (ICWSM-11)

2011-03-31

On Flow Authority Discovery in Social Networks

Charu Aggarwal (IBM); Arijit Khan (UCSB); Xifeng Yan
(UCSB)

SIAM Conference on Data Mining

2011-04-28

On Node Classification in Dynamic Content-based Networks

Charu Aggarwal (IBM); Nan Li (UCSB)

SIAM Conference on Data Mining

2011-04-28

Network coding efficiency in the presence of an
intermittent backhaul network

Stefan Achleitner (PSU); Thomas LaPorta (PSU); Srikanth
Krishnamurthy (UCR); Victor Quizhpi (CERDEC)

IEEE ICC 2016

2016-02-01

Cyber reasoning with argumentation: Abstracting from
incomplete and contradictory evidence

Andy Applebaum (UCD); Karl Levitt (UCD); Zimi Li (CUNY);
Simon Parsons (University of Liverpool, UK); Jeff Rowe (UCD); Elizabeth Sklar
(University of Liverpool, UK)

MILCOM 2015, 2015 IEEE Military Communications Conference

2015-10-26

Attentive Betweenness Centrality (ABC): Considering
Options and Bandwidth when Measuring Criticality

Sibel Adali (RPI); Xiaohui Lu (RPI); Malik Magdon-Ismail
(RPI)

SocialComm 2012

2012-07-30

Deconstructing centrality: thinking locally and ranking
globally in networks

Sibel Adali (RPI); Xiaohui Lu (RPI); Malik Magdon-Ismail
(RPI)

ASONAM 2013

2013-08-26

Prominence Ranking in Graphs with Community Structure

Sibel Adali (Rensselaer Polytechnic Institute); Xiaohui Lu
(RPI); Malik Magdon-Ismail (RPI); Jonathan Purnell (RPI)

ICWSM 2011

2011-07-17

Arguing About Firewall Policy

Andy Applebaum (UCD); Karl Levitt (UCD); Jeff Rowe (UCD);
Simon Parsons (CUNY)

Proceedings of the 4th International Conference on
Computational Models of Argument

2012-09-10

SocialTrove: A Self-summarizing Storage Service for Social
Sensing

Md Tanvir Amin (UIUC); Shen Li (UIUC); Muntasir Rahman
(UIUC); Panindra Seetharamu (UIUC); Tarek Abdelzaher (UIUC); Indranil Gupta
(UIUC); Mudhakar Srivatsa (IBM); Raghu Ganti (IBM); Reaz Ahmed (U. Waterloo);
Hieu Le (TCG)

The 12th IEEE International Conference on Autonomic
Computing (ICAC)

2015-07-07

Firewall configuration: An application of multiagent
metalevel argumentation

Andy Applebaum (UCD); Zimi Li (CUNY); Ali Raza Syed
(CUNY); Karl Levitt (UCD); Simon Parsons (CUNY); Jeff Rowe (UCD); Elizabeth
Sklar (CUNY)

Proceedings of the 8th Workshop on Argumentation in
Multiagent Systems, Valencia, Spain

2012-06-04

On Influential Node Discovery in Dynamic Social Networks

Charu Aggarwal (IBM); Shuyang Lin (UIC); Philip Yu (UIC)

SIAM Conference on Data Mining

2012-01-02

Recurring and Novel Class Detection using Class-Based
Ensemble

Tahseen Al-khateeb (utdallas); Mohammad Masud (utdallas);
Latifur Khan (UAEU); Charu Aggarwal (IBM); Jiawei Han (UIUC); Bhavani
Thuraisingham (utdallas)

Proc. of 2012 IEEE Int. Conf. on Data Mining (ICDM’12)

2012-12-11

Identifying Player Typology Based on Longitudinal Game
Data

Iftekhar Ahmed (UIUC); Amogh Mahapatra (UMN); Marshall
(Scott) Poole (UIUC); Jaideep Srivastava (UMN)

Social Computing 12

2012-07-02

Music listening networks, production Networks and Cultural
Identity

Noah Askin (NWU); Michael Mauskapf (NWU); Brian Uzzi (NWU)

AOM-2017

2017-08-04

Identification of Groups in Online Environments: The Twist
and Turns of Grouping Groups

Iftekhar Ahmed (UIUC); Marshall (Scott) Poole (UIUC)

2011 IEEE International Conference on Privacy, Security,
Risk, and Trust, and IEEE International Conference on on Social Computing

2011-10-31

Comparing the Performance of Group Detection Algorithm in
Serial and Parallel Processing Environments

Iftekhar Ahmed (UIUC); Marshall (Scott) Poole (UIUC)

XSEDE12

2012-07-16

Com2: Fast Automatic Discovery of Temporal (’Comet’)
Communities

Miguel Araujo (Carnegie Mellon Unversity); Spiros
Papadimitriou (Rutgers); Stephan Günnemann (Carnegie Mellon University);
Christos Faloutsos (Carnegie Mellon University); Prithwish Basu (BBN);
Anantrham Swami (ARL); Evangelos Papalexakis (Carnegie Mellon University);
Danai Koutra (Carnegie Mellon University)

PAKDD 2014

2014-04-11

Moodplay: Interactive Mood-based Music Discovery and
Recommendation

Ivana Andjelkovic (University of California, Santa
Barbara); Denis Parra (Pontificia Universidad Catolica de Chile); John
ODonovan (University of California, Santa Barbara)

UMAP 16 Proceedings of the 2016 Conference on User
Modeling Adaptation and Personalization

2016-07-13

Interactive Affective-aware Music Discovery and
Recommendation

Ivana Andjelkovic (UCSB); Denis Parra (PUC); John ODonovan
(UCSB)

ACM International Conference on User Modeling And
Personalization (UMAP 2016)

2016-04-20

Network Exchange in Trust Networks

Muhammad Ahmad (UMN); Marshall (Scott) Poole (UIUC);
Jaideep Srivastava (UMN)

IEEE International Conference on Social Computing

2010-08-20

Sparse Diffusion-Convolutional Neural Networks

Don Towsley (UMASS); Ananthram Swami (ARL); Siddharth Pal
(BBN); James Atwood (UMASS)

NIPS Workshop 2017

2017-12-06

Inference in OSNs via Lightweight Partial Crawls

Konstantin Avrachenkov (INRIA France); Bruno Ribeiro
(CMU); Jithin Sreedharan (INRIA France)

SIGMETRICS 2016

2016-01-10

Improving Random Walk Estimation Accuracy with Uniform
Restarts

Konstantin Avrachenkov (INRIA Sophia-Antipolis); Bruno
Ribeiro (UMASS); Don Towsley (UMASS)

7th Workshop on Algorithms and Models for the Web Graph
(WAW 2010)

2011-04-27

Efficient Network Generation Under General Preferential
Attachment

James Atwood (UMASS); Bruno Ribeiro (CMU); Don Towsley
(UMASS)

SIMPLEX’14

2014-04-07

Models of Social Capital for Predicting Success in MMOs

Muhammad Ahmad (UMN); Jaideep Srivastava (UMN)

The Third ACM WebSci Conference

2011-04-01

The Trust Propensity Prediction Problem

Muhammad Ahmad (UMN); Jaideep Srivastava (UMN)

The Third ACM WebSci Conference

2011-04-01

Item Recommendations in Multiple Overlapping Social
Networks in MMOs

Muhammad Ahmad (UMN); Jaideep Srivastava (UMN)

The Third ACM WebSci Conference

2011-06-14

Event Detection in Social Streams

Charu Aggarwal (IBM); Karthik Subbian (University of
Minnesota)

SIAM Conference on Data Mining

2011-12-24

Capacity of Social Networks in Wireless Environments

Bita Azimdoost (UCSC); Hamid Sadjadpour (UCSC); J.
Garcia-Luna-Acévez (USC); JJ Garcia-Luna-Aceves (UCSC)

2011-04-20

Oboe: auto-tuning video ABR algorithms to network conditions

Zahaib Akhtar (USC); Yun Seong Nam (Purdue); Ramesh
Govindan (USC); Sanjay Rao (Purdue); Jessica Chen (University of Windsor);
Ethan Katz-Bassett (Columbia University); Bruno Ribeiro (Purdue); Jibin Zhan
(Conviva); Hui Zhang (Conviva)

SIGCOMM 2018

2018-08-04

Backpressure with Adaptive Redundancy (BWAR)

Majed Alresaini (USC); Maheswaran Sathiamoorthy (USC);
Bhaskar Krishnamachari (USC); Mike Neely (USC)

IEEE INFOCOM

2011-12-01

Actions speak as loud as words: Predicting relationships
from social behavior data

Sibel Adali (RPI); Fred Sisenda (RPI); Malik Magdon-Ismail
(RPI)

WWW 2012

2012-04-23

Trust me, I’m an Expert: Trust, Homophily and Expertise in
MMOs

Iftekhar Ahmed (UIUC); Jaideep Srivastava (UMN); Marshall
(Scott) Poole (UIUC)

2011 IEEE International Conference on Privacy, Security,
Risk, and Trust, and IEEE International Conference on on Social Computing

2011-10-31

Fast and Reliable Anomaly Detection in Categoric Data

Leman Akoglu (Carnegie Mellon University); Hanghang Tong
(IBM); Jilles Vreeken (University of Antwerp); Christos Faloutsos (CMU)

The 21st ACM International Conference on Information and
Knowledge Management

2013-06-12

Quantifying Reciprocity in LargeWeighted Communication
Networks

Leman Akoglu (CMU); Pedro Vaz de Melo (Universidade
Federal de Minas Gerais); Christos Faloutsos (CMU)

PAKDD 2012: THE 16TH PACIFIC-ASIA CONFERENCE ON KNOWLEDGE
DISCOVERY AND DATA MINING

2012-06-01

A Unified Framework for Trust in Composite Networks

Sibel Adali (RPI); William Wallace (RPI); Yi Qian (RPI);
Priyankaa Vijaykumar (RPI); Munindar Singh (NCSU)

Proceedings of the 14th AAMAS Workshop on Trust in Agent
Societies

2011-05-02

Sic Transit Gloria Mundi Virtuali? Promise and Peril at
the Intersection of Computational Social Science and Online Clandestine
Organizations

Muhammad Ahmad (UMN); Dmitri Williams (USC); Jaideep
Srivastava (UMN); Noshir Contractor (NWU)

The Third ACM WebSci Conference

2011-06-14

Illicit Bits: Detecting and Analyzing Contraband Networks
in Massively Multiplayer Online Games

Muhammad Ahmad (UMN); Dmitri Williams (USC); Jaideep
Srivastava (UMN); Noshir Contractor (NWU)

IEEE SocialCom

2011-10-09

On Dynamic Data Drive Selection of Sensor Streams

Charu Aggarwal (IBM); Yan Xie (UIC); Philip Yu (UIC)

ACM KDD Conference, 2011

2011-08-23

On Community Detection in Locally Heterogeneous Networks

Charu Aggarwal (IBM); Yan Xie (UIC); Philip Yu (UIC)

SIAM Conference on Data Mining

2011-04-28

On Dynamic Link Inference in Heterogeneous Networks

Charu Aggarwal (IBM); Yan Xie (UIC); Philip Yu (UIC)

SIAM Conference on Data Mining

2012-01-05

On Text Clustering with Side Information

Charu Aggarwal (IBM); Yuchen Zhao (UIC); Philip Yu (UIC)

IEEE ICDE Conference

2012-03-31

Exploration of Robust Features of Trust Across Multiple
Social Networks

Zoheb Borbora (University of Minnesota); Muhammad Ahmad
(University of Minnesota); Karen Haigh (Raytheon BBN Technoloies); Jaideep
Srivastava (University of Minnesota); Zhen Wen (IBM)

Workshop on Trustworthy Self-Organizing Systems at the
Fifth IEEE International Conference on Self-Adaptive and Self-Organizing
Systems, 2011

2011-10-28

Analysis of Composite Networks

Prithwish Basu (Raytheon BBN Technologies); Ben Baumer
(CUNY Graduate Center); Amotz Bar-Noy (CUNY)

INFORMS Annual Meeting 2010

2010-11-09

Modeling and Analysis of Composite Network Embeddings

Ben Baumer (CUNY); Prithwish Basu (BBN); Amotz Bar-Noy
(CUNY)

ACM International Conference on Modeling, Analysis and
Simulation of Wireless and Mobile Systems (MSWIM) 2011

2011-11-07

As Strong as the Weakest Link: Mining Diverse Cliques in
Weighted Graphs

Petko Bogdanov (UCSB); Ben Baumer (Smith College);
Prithwish Basu (BBN); Amotz Bar-Noy (CUNY); Ambuj Singh (UCSB)

PKDD/ECML Conference 2013

2013-10-24

Discovering Influential Groups of Agents Using Composite
Network Analysis

Petko Bogdanov (UCSB); Ben Baumer (CUNY Graduate Center);
Prithwish Basu (Raytheon BBN Technologies); Ambuj Singh (UCSB); Amotz Bar-Noy
(CUNY)

NetSci 2011

2011-04-18

Preserving Quality of Information by using Semantic
Relationships

Prithwish Basu (BBN); Jie Bao (RPI); Mike Dean (BBN);
James Hendler (RPI)

IEEE PERCOM 2012 Workshop on Information Quality and
Quality of Service (IQ2S)

2012-03-19

Towards a Theory of Semantic Communication

Jie Bao (RPI); Prithwish Basu (Raytheon BBN Technologies);
Mike Dean (Raytheon BBN Technologies); Craig Partridge (Raytheon BBN
Technologies); Ananthram Swami (ARL); Will Leland (Raytheon BBN
Technologies); James Hendler (RPI)

IEEE NSW 2011 (USMA West Point Network Science Workshop)

2011-06-24

Minimum-cost Broadcast through Varying-size Neighborcast

Amotz Bar-Noy (CUNY); Prithwish Basu (BBN); Matthew
Johnson (PSU); Ram Ramanathan (BBN)

ALGOSENSORS 2011

2011-09-05

The Social Media Genome: Modeling Individual
Topic-Specific Behavior in Social Media

Petko Bogdanov (UCSB); Michael Bush (UCSB); Jeffrey
Moehlis (UCSB); Ambuj Singh (UCSB); Bolek Szymanski (RPI)

Proc. 2013 IEEE/ACM International Conference on Advances
in Social Networks Analysis and Mining ASONAM, Niagara Falls, Canada, August
25-28, 2013, pp. 236-242.

2013-08-25

Integrative Analytics for Detecting and Disrupting Transnational
Interdependent Criminal Smuggling, Money, and Money-Laundering Networks

William Wallace (RPI); Yeming Shen (RPI); Bolek Szymanski
(RPI); ashwin Bahulkar (RPI); N. Orkun Baycik (RPI); Thomas Sharkey (RPI)

Proc. 2018 IEEE International Symposium on Technologies
for Homeland Security (HST’18),Woburn, MA, Oct. 23-24, 2018 received the Best
Paper Award in the Land/Maritime Borders and Critical Infrastructure
Protection Track with 30 papers

2018-10-24

Cognitive Leadership Framework using Instance-based
Learning

Noam Ben-Asher (ARL); JinHee Cho (ARL); Sibel Adali (RPI)

BRIMS 2015

2015-03-13

Quality-of-Information Aware Networking for Tactical
Military Networks

Amotz Barnoy (CUNY); Greg Cirincione (ARL); Ramesh
Govindan (USC); Srikanth Krishnamurthy (UCR); Thomas La Porta (PSU); Prasant
Mohapatra (UCD); Mike Neely (USC); Aylin Yener (PSU)

Proc. Of IEEE Third International Workshop on Information
Quality and Quality of Service for Pervasive Computing, 2011.

2011-04-12

Joint Transmission Scheduling and Congestion Control for
Adaptive Streaming in Wireless Device-to-Device Networks

Dilip Bethanabhotla (USC); Giuseppe Caire (USC); Mike
Neely (USC)

Proc. Asilomar Conference on Signals, Systems, and
Computers, 2012

2012-11-14

Utility optimal scheduling and admission control for
adaptive video streaming in small cell networks

Dilip Bethanabhotla (USC); Giuseppe Caire (USC); Mike
Neely (USC)

IEEE Proc. International Symposium on Information Theory

2013-04-10

Realizability of Graph Specfications: Characterizations
and Algorithms

David Peleg (Weizmann Institute); Keerti Choudhary
(Weizmann Institute); Amotz Bar-Noy (CUNY); Dror Rawitz (Bar Ilan University)

the 25th International Colloquium on Structural
Information and Communication Complexity (SIROCCO 2018)

2018-06-18

Accounting for the integration of descriptive and
experiential information in a repeated prisoner’s dilemma using an
instance-based learning model

Noam Ben-Asher (CMU); Varun Dutt (IIT Mandi, India);
Cleotilde Gonzalez (CMU)

Proceedings of the 22th Behavior Representation in
Modeling & Simulation (BRIMS) Conference

2013-07-11

Seed-based Event Trigger Labeling: How far can event
descriptions get us?

Ofer Bronstein (Bar-Ilan University); Ido Dagan (Bar-Ilan
University); Qi Li (RPI); Heng Ji (RPI); Anette Frank (Heidelberg University)

the 53rd Annual Meeting of the Association for
Computational Linguistics (ACL2015)

2015-07-26

Funding Games: the Truth but not the Whole Truth

Amotz Bar-Noy (CUNY); Yi Gai (USC); Matthew Johnson (PSU);
Bhaskar Krishnamachari (USC); George Rabanca (CUNY)

WINE 2012, the 8th Workshop on Internet & Network
Economics

2012-12-09

Efficient Routing in Delay Tolerant Networks with
Correlated Node Mobility

Eyuphan Bulut (RPI); Sahin Geyik (RPI); Bolek Szymanski (RPI)

The 7th IEEE International Conference on Mobile Ad-hoc and
Sensor Systems IEEE MASS 2010: November 8-12, 2010, San Francisco, CA, USA

2010-11-12

Percolation Phenomena in Networks under Random Dynamics

Prithwish Basu (BBN); Saikat Guha (BBN); Ananthram Swami
(ARL); Don Towsley (UMASS)

COMSNETS 2012

2011-12-02

Is Crowdcharging Possible?

Aashish Dhungana (VCU); Bolek Szymanski (RPI); Steven
Hernandez (VCU); Eyuphan Bulut (VCU)

Proceedings of the 27 International Conference on Computer
Communication and Networks (ICCCN 2018)

2018-07-30

Quality of Information Functions for Networked
Applications

Ahmed Bahjat (PSU); Yurong Jiang (USC); Trevor Cook (ARL);
Thomas La Porta (PSU)

Fourth International Workshop on Information Quality and
Quality of Service for Pervasive Computing

2012-04-05

The Price of Optimizing the Wrong Objective in Sensor
Selection

Amotz Bar-Noy (CUNY); Matthew Johnson (CUNY); Nooreddin
Naghibolhosseini (CUNY); Dror Rawitz (CUNY); Simon Shamoun (CUNY)

The annual International Conference on Distributed
Computing in Sensor Systems (DCOSS 2015)

2015-06-10

Weakly Supervised Localization using Deep Feature Maps

Archith Bency (UCSB); Heesung Kwon (ARL); Hyungtae Lee
(ARL); S Karthikeyan (UCSB); B Manjunath (UCSB)

IEEE Intl. Conf. on Computer Vision and Pattern
Recognition

2016-10-11

FlexiFaCT: Scalable Flexible Factorization of Coupled
Tensors on Hadoop

Alex Beutel (Carnegie Mellon Unversity); Abhimanu Kumar
(Carnegie Mellon University); Evangelos Papalexakis (Carnegie Mellon
University); Partha Talukdar (Carnegie Mellon University); Christos Faloutsos
(CMU); Eric Xing (Carnegie Mellon University)

SDM 2014

2014-04-24

Balancing Fairness and Efficiency in Repeated Societal
Interactions

Noam Ben-Asher (CMU); Christian Lebiere (CMU); Alessandro
Oltramari (CMU); Cleotilde Gonzalez (CMU)

35th annual meeting of the Cognitive Science Society
(CogSci 2013)

2013-07-31

Towards Community Discovery in Signed Collaborative
Interaction Networks

Petko Bogdanov (UCSB); Nicholas Larusso (UCSB); Ambuj
Singh (UCSB)

SIASP workshop at ICDM 2010

2011-04-18

CoBaFi — Collaborative Bayesian Filtering

Alex Beutek (CMU); Kenton Murray (CMU); Christos Faloutsos
(CMU); Alexander J. Smola (CMU and Google)

WWW 2014

2014-04-07

Mining Heavy Subgraphs in Time-Evolving Networks

Petko Bogdanov (UCSB); Misael Mongiovi (UCSB); Ambuj Singh
(UCSB)

International Conference on Data Mining 2011

2011-10-20

WiGipedia: Visual Editing of Semantic Data in Wikipedia

Svetlin Bostandjiev (UCSB); John ODonovan (UCSB); Brynjar
Gretarsson (UCSB); Christopher Hall (UCSB); Tobias Hollerer (UCSB)

Workshop on Visual Interfaces to the Social and Semantic
Web (VISSW2011), Co-located with ACM IUI 2011, Feb 13, 2011, Palo Alto, US.

2011-02-13

TasteWeights: A Visual Interactive Hybrid Recommender
System

Svetlin Bostandjiev (UCSB); John ODonovan (UCSB); Tobias
Hollerer (UCSB)

ACM International Conference on Recommender Systems
(RecSys’12)

2012-09-10

LinkedVis: Exploring Social and Semantic Career
Recommendations

Svetlin Bostandjiev (UCSB); John ODonovan (UCSB); Tobias
Hollerer (UCSB)

International Conference on Intelligent User Interfaces
(IUI 2013) (And New Scientist Magazine 4/6/13)

2013-03-20

WiGipedia: A Tool for Improving Structured Data in
Wikipedia

Svetlin Bostandjiev (UCSB); John ODonovan (UCSB); Chris
Hall (UCSB); Brynjar Gretarsson (UCSB); Tobias Hollerer (UCSB)

Fifth IEEE International Conference on Semantic Computing
(ICSC ’11)

2011-09-19

Improved Approximation Algorithms for Weighted 2-path
Partitions

Amotz Bar-Noy (CUNY); David Peleg (Weizmann Institute);
George Rabanca (CUNY); Ivo Vigan (CUNY)

The European Symposium on Algorithms (ESA)

2015-09-14

Star Search: Effective Subgroups in Collaborative Social
Networks

Ben Baumer (CUNY); George Rabanca (CUNY); Amotz Bar-Noy
(CUNY); Prithwish Basu (BBN)

The 2015 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2015-08-25

Beyond Spatial Auto-Regressive Models: Predicting Housing
Prices with Satellite Imagery

B Manjunath (UCSB); Mudhakar Srivatsa (IBM); Raghu Ganti
(IBM); Archith Bency (UCSB); Swati Rallapalli (IBM Research)

IEEE Winter Conference on Applications of Computer Vision

2017-01-10

Friendship Routing in Delay Tolerant Mobile Social
Networks

Eyuphan Bulut (RPI); Bolek Szymanski (RPI)

Proc. IEEE Global Communications Conference, IEEE GLOBECOM
2010, Miami, FL, December 6-10, 2010

2010-12-10

Fast Nearest Neighbors in Large and Composite Networks

Petko Bogdanov (UCSB); Ambuj Singh (UCSB)

Army Science Conference 2010

2011-04-23

On Secure Multi-copy based Routing in Compromised Delay
Tolerant Networks

Eyuphan Bulut (RPI); Bolek Szymanski (RPI)

Workshop on Privacy, Security and Trust in Mobile and
Wireless Systems at IEEE International Conference on Computer Communications
and Networks, Hawaii, July 31, 2011

2011-07-31

User Behavior Modelling Approach for Churn Prediction in
Online Games

Zoheb Borbora (UMN); Jaideep Srivastava (UMN)

2012 ASE/IEEE Internation Conference on Social Computing

2012-09-03

Accurate and scalable nearest neighbors in large networks
based on effective importance

Petko Bogdanov (UCSB); Ambuj Singh (UCSB)

ACM International Conference on Information and Knowledge
Management (CIKM)

2013-10-24

Understanding User Behavior via Mobile Data Analysis

Eyuphan Bulut (RPI); Bolek Szymanski (RPI)

IEEE ICC Workshop Proceedings, London, June 2015, pp.
1548-1553.

2015-06-08

Trust Metric Integration in Resource Constrained Networks
Via Data Fusion

Thomas Babbitt (USMA); Bolek Szymanski (RPI)

Proc. of 18th International Conference on Information
Fusion, Washington DC, July 6-9, 2015, pp. 582-589, doi:
978-0-9964527-1-7©2015 ISIF

2015-07-08

Trust Management in Resource Constraint Networks

Thomas Babbitt (USMA); Bolek Szymanski (RPI)

10th ANNUAL SYMPOSIUM ON INFORMATION ASSURANCE (ASIA ’15),
JUNE 2-3, 2015, ALBANY, NY, pp. 51-56.

2015-06-03

Trust Management in Delay Tolerant Networks Utilizing
Erasure Coding

Thomas Babbitt (USMA); Bolek Szymanski (RPI)

Proc. IEEE International Conference on Communication, ICC
2015, London, June 8-12, 2015, pp. 7959-7965.

2015-06-09

Trust Based Secure Routing in Delay Tolerant Networks

Thomas Babbitt (USMA); Bolek Szymanski (RPI)

2016 IEEE Conference on Computer Communications Workshops
(INFOCOM WKSHPS).San Francisco, CA, April 10, 2016

2016-04-10

Identifying the Space Buddies to Track Lost Items

Eyuphan Bulut (RPI); Bolek Szymanski (RPI)

Proc. ACM International Workshop on Social Sensing
(SocialSens), Pittsburgh, PA, April 21, 2017, pp.79-94, DOI:

https://doi.org/10.1145/3055601.3055611

2017-04-21

Interaction Patterns in A Multilayer Social Network

Bolek Szymanski (RPI); ashwin Bahulkar (RPI)

Proceedings of the 27th International Conference on
Computer Communication and Networks (ICCCN 2018)

2018-07-30

Community Detection with Edge Augmentation in Criminal
Networks

Thomas Sharkey (RPI); ashwin Bahulkar (RPI); Bolek
Szymanski (RPI); N. Orkun Bacik (RPI)

Proc. 018 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM), pp. 1168-1175.

2018-08-28

Co-evolution of two networks representing different social
relations in NetSense

Ashwin Bahulkar (Rensselar Polytechnic Institute); Bolek
Szymanski (RPI); Kevin Chan (ARL); Omar Lizardo (ND)

Proc. 5th International Workshop on Complex Networks and
their Applications, Nov. 30 – Dec. 02, 2016. Milan, Italy, Studies in
Computational Intelligence Series, Springer, 2017, vol. 693, pp. 423-434.

2016-11-30

Impact of Attributes on Group Formation

Omar Lizardo (ND); Kevin Chan (ARL); ashwin Bahulkar
(RPI); Bolek Szymanski (RPI)

Proc. 018 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM), pp. 1250-1257.

2018-08-28

Multiplex networks: a Generative Model and Algorithmic
Complexity

Prithwish Basu (BBN); Ravi Sundaram (NEU); Matthew Dippel
(NEU)

IEEE/ACM ASONAM 2015

2015-08-25

Analysis of Link Formation, Persistence and Dissolution in
NetSense Data

ashwin Bahulkar (Rensselar Polytechnic Institute); Bolek
Szymanski (RPI); Omar Lizardo (ND); Yuxiao Dong (ND); Yang Yang (ND); Nitesh
Chawla (ND)

Nominanted for Best Paper Awaed, SNAA 2016, Proc. Social
Network Analysis in Application, ASONAM, 2016, pp. 1197-1204.

2016-08-18

Churn Prediction in MMORPGs using Player Motivation
Theories and an Ensemble Approach

Zoheb Borbora (UMN); Jaideep Srivastava (UMN); Dmitri
Williams (USC)

IEEE SocialCom 2011

2011-10-09

Toward a Behavioral Approach to Privacy for Online Social
Networks

Lerone Banks (UC Davis); Felix Wu (UCD)

Social Informatics 2010

2010-10-28

The Evolution of Ego-Centric Triads: A Microscopic
Approach toward Predicting Macroscopic Network Properties

Prantik Bhattacharyya (UCD); Felix Wu (UCD)

The Third IEEE International Conference on Social
Computing

2011-10-10

Your Best might not be Good enough: Ranking in
Collaborative Social Search Engines

Prantik Bhattacharyya (UCD); Felix Wu (UCD); Karen Haigh
(BBN)

7th International Conference on Collaborative Computing:
Networking, Applications and Worksharing

2011-10-15

To Sample or To Smash? Estimating reachability in large
time-varying graphs

Prithwish Basu (BBN); Feng Yu (CUNY); Amotz Bar-Noy
(CUNY); Dror Rawitz (Tel Aviv University)

SIAM Data Mining (SDM)

2014-04-24

Low Expected Latency Routing in Dynamic Networks

Prithwish Basu (BBN); Feng Yu (CUNY); Matthew Johnson
(CUNY); Amotz Bar-Noy (CUNY)

IEEE MASS 2014

2014-10-27

An Agent Based Model for Trust and Information Sharing in
Networked Systems

Kevin Chan (ARL); Sibel Adali (RPI)

Cogsima 2012

2011-12-20

Is Uncertainty Always Bad?: Effect of Topic Competence on
Uncertain Opinions

JinHee Cho (ARL); Sibel Adali (RPI)

IEEE ICC 2018 International Conference on Communications

2018-01-15

Recursive Truth Estimation of Time-Varying Sensing Data
from Online Open Sources

Hang Cui (UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan
(ARL)

IEEE DCoSS

2018-06-13

A Semi-Supervised Active-learning Truth Estimator for
Social Networks

Hang Cui (UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan
(ARL)

The Web Conference (WWW)

2019-01-16

TourViz: Interactive Visualization of Connection Pathways
in Large Graphs

Duen Chau (CMU); Leman Akoglu (CMU); Jilles Vreeken (University
of Antwerp); Hanghang Tong (IBM); Christos Faloutsos (CMU)

The 18th ACM SIGKDD Conference on Knowledge Discovery and
Data Mining

2013-06-12

Access Point Selection under Emerging Wireless
Technologies

Ben-Alexander Cassell (UMICH); Timur Alperovich
(University of Michigan); Michael Wellman (University of Michigan); Brian
Noble (University of Michigan)

Workshop on Economics of Networks, Systems, and
Computation (NetEcon)

2011-06-06

Improving Network Community Structure with Link Prediction
Ranking

Mingming Chen (RPI); Ashwin Bahulkar (Rensselar
Polytechnic Institute); Konstantin Kuzmin (RPI); Bolek Szymanski (RPI)

7th Workshop on Complex Networks, Complenet 2016, 23-25
March, 2016, Studies in AI, vol. 644, Springer, Zurich, Switzerland, pp.
145-158.

2016-03-25

GeneSCs: A Generative Growth Model for Collaboration
Structures

Ertugrul Ciftcioglu (PSU); Prithwish Basu (BBN); Ram
Ramanathan (BBN)

NetSci 2014, International School and Conference on
Network Science 2014

2014-03-28

Composite Trust Model for an Information Sharing Scenario

Kevin Chan (ARL); JinHee Cho (ARL); Sibel Adali (RPI)

ATC2012

2012-04-23

Multi-aspect Trust in Information Sharing Scenarios

Kevin Chan (ARL); JinHee Cho (ARL); Sibel Adali (RPI)

WIN Workshop 2012

2012-10-02

A Trust-Based Framework for Information Sharing Behavior
in Command and Control Environments

JinHee Cho (ARL); Kevin Chan (ARL); Sibel Adali (RPI)

BRIMS 2013 Conference on Behavior Representation in
Modeling and Simulation

2013-07-11

CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System
Description

Taylor Cassidy (CUNY); Zheng Chen (CUNY); Javier Artiles
(CUNY); Heng Ji (CUNY); Hongbo Deng (UIUC); Lev Ratinov (UIUC); Jing Zheng
(SRI); Jiawei Han (UIUC); Dan Roth (UIUC)

Proc. Text Analytics Conference (TAC2011)

2012-04-25

Providing Agility in C2 Environments Through Networked
Information Processing: A Model of Expertise

Kevin Chan (ARL); JinHee Cho (ARL); Sibel Adali (RPI);
Jennifer Mangels (CUNY); Olta Hoxha (CUNY); Ksenia Lila (CUNY); Damon Abraham
(CUNY)

International Command and Control Research and Technology
Symposium (ICCRTS)

2014-05-07

A Feature-Enhanced Ranking-Based Classifier for Multimodal
Data and Heterogeneous Information Networks

Scott Deeann Chen (UIUC); YingYu Chen (UIUC); Jiawei Han
(UIUC); Pierre Moulin (UIUC)

Proc. 2013 IEEE Int. Conf.on Data Mining (ICDM’13)

2013-12-04

The Necessity of Combining Adaptation Methods

Ming-Wei Chang (UIUC); Michael Connor (UIUC); Dan Roth
(UIUC)

2010-10-11

Modeling and Analysis of Uncertainty-based False
Information Propagation in Social Networks

Sibel Adali (RPI); John ODonovan (UCSB); Scott Rager
(BBN); JinHee Cho (ARL); Trevor Cook (ARL)

Globecom 2017

2017-07-25

Topology Control for Time-Varying Contested Environments

Ertugrul Ciftcioglu (ARL); Kevin Chan (ARL); Ananthram
Swami (ARL); Derya Cansever (CERDEC); Prithwish Basu (BBN)

MILCOM 2015

2015-08-04

Team Formation in Social Networks

Meenal Chhabra (RPI); Sanmay Das (RPI); Bolek Szymanski
(RPI)

Computer and Information Sciences III, Proc. 27th
International Symposium on Computer and Information Science, ISCIS 2012,
Paris, France, October 3-5, 2012, Lecture Notes in Electrical Engineering,
Springer, Berlin, Germany, 2012, pp. 291-299.

2012-10-05

Starting from Scratch in Semantic Role Labeling

Michael Connor (UIUC); Yael Gertner (UIUC); Cynthia Fisher
(UIUC); Dan Roth (UIUC)

2010-07-16

Exploiting Mobility for Trust Propagation in Mobile Ad Hoc
Networks

Ningning Cheng (UCD); Kannan Govindan (UCD); Prasant
Mohapatra (UCD)

ICCCN

2011-03-31

Rendezvous Based Trust Propagation to Enhance Distributed
Network Security

Ningning Chen (UCD); Kannan Govindan (UCD); Prasant
Mohapatra (UCD)

IEEE International Workshop on Security in Computers,
Networking, and Communications, 2011

2011-04-20

Discriminative Learning over Constrained Latent
Representations

Ming-Wei Chang (UIUC); Dan Goldwasser (UIUC); Dan Roth
(UIUC); Vivek Srikumar (UIUC)

2010-06-04

On the connectivity of multi-layered networks: Models,
measures and optimal control

Chen chen (ASU); Jingrui He (ASU); Nadya Bliss (ASU);
Hanghang Tong (ASU)

Data Mining (ICDM), 2015 IEEE International Conference on

2015-11-14

Heterogeneous Network Embedding via Deep Architectures

Shiyu Chang (UIUC); Wei Han (UIUC); Jiliang Tang (Arizona
State University); guo-Jun Qi (University of Central Florida); Charu Aggarwal
(IBM); Thomas Huang (UIUC)

ACM SIGKDD International Conference on Knowledge Discovery
and Data Mining (KDD’15)

2015-08-10

Collaborative Ranking: A Case Study in Entity Linking

Zheng Chen (CUNY); Heng Ji (CUNY)

EMNLP2011

2011-04-21

Analysis and Refinement of Temporal Relation Aggregation

Taylor Cassidy (ARL); Heng Ji (RPI)

The 25th International Conference on Computational
Linguistics (COLING2014)

2014-08-23

Analysis and Refinement of Cross-lingual Entity Linking

Taylor Cassidy (CUNY); Heng Ji (CUNY); Hongbo Deng (UIUC);
Jing Zheng (SRI); Jiawei Han (UIUC)

Information Access Evaluation meets Multilinguality,
Multimodality, and Visual Analytics (CLEF2012)

2012-09-17

Expanding Microblog Context to Enhance Disambiguation to
Wikipedia

Taylor Cassidy (CUNY); Heng Ji (CUNY); Lev Ratinov (UIUC);
Arkaitz Zubiaga (CUNY)

COLING2012

2012-04-25

Impact of Security Properties on the Quality of
Information in Tactical Military Networks

Greg Cirincione (ARL); Srikanth Krishnamurthy (UCR);
Thomas La Porta (PSU); Ramesh Govindan (USC); Prasant Mohapatra (UCD)

Proc. of IEEE MILCOM 2010.

2011-04-12

Extension of Modularity Density for Overlapping Community
Structure

Mingming Chen (RPI); Konstantin Kuzmin (RPI); Bolek
Szymanski (RPI)

Proc. IEEE/ACM ASONAM, 4th Social Network Analysis and
Applications (SNAA) Workshop, Beijing, China, August 17-20, 2014, pp.
856-863.

2014-08-21

Opinion Dynamics: Pairwise versus Small-group interaction

Trevor Cook (ARL); Alice Leung (BBN)

NetSciX

2015-12-01

MedRank: Discovering Influential Medical Treatments from
Literature by Information Network Analysis

Ling Chen (U of Queensland); Xue Li (U of Queensland);
Jiawei Han (UIUC)

Proc. 2013 Australasian Database Conf. (ADC’13)

2013-01-14

Parallel Toolkit for Measuring the Quality of Network
Community Structure

Mingming Chen (RPI); Sisi Liu (RPI); Bolek Szymanski (RPI)

Proc. 1st European Network Intelligence Conference,
Wroclaw, Poland, Sept. 29-30, 2014, pp. 22-30

2014-09-30

Inferring User Relationship from Hidden Information in
WLANs

Ningning Cheng (UC Davis); Prasant Mohapatra (UC Davis);
Mathieu Cunche (INRIA); Mohamed Ali Kaafar (INRIA); Roksana Boreli (NICTA);
Srikanth Krishnamurthy (UC Riverside)

MILCOM 2012

2012-10-31

Power Minimization with Quality-of-Information Outages

Ertugrul Ciftcioglu (PSU); Antonios Michaloliakos (USC);
Kostas Psounis (USC); Thomas La Porta (PSU); Aylin Yener (PSU)

IEEE Conference on Wireless Comunications and Networking

2013-10-14

On Measuring the Quality of a Network Community Structure

Mingming Chen (Rensselaer Polytechnic Institute (RPI));
Tommy Nguyen (RPI); Bolek Szymanski (RPI)

Proc. IEEE SocCom 2013, September 2013, pp. 122-127

2013-10-15

Why You Are More Engaged: Factors Influencing Twitter
Engagement in Occupy Wall Street

Jilin Chen (University of Minnesota); Peter Pirolli (PARC)

The 6th International AAAI Conference on Weblogs and
Social Media

2012-03-01

Topology design under adversarial dynamics

Ananthram Swami (ARL); Derya Cansever (CERDEC); Kevin Chan
(ARL); Siddharth Pal (BBN); Ertugrul Ciftcioglu (IBM); Ambuj Singh (UCSB);
Prithwish Basu (BBN)

WiOpt 2016

2016-05-11

Topology Control for Command and Control under adversarial
conditions.

Ertugrul Ciftcioglu (ARL); Siddharth Pal (BBN); Kevin Chan
(ARL); Ananthram Swami (ARL); Derya Cansever (CERDEC); Ambuj Singh (UCSB);
Prithwish Basu (BBN)

INSNA Sunbelt 2016

2016-04-10

Story Comprehension for Predicting What Happens Next

Haoruo Peng (UIUC); Snigdha Chaturvedi (UIUC); Dan Roth
(UIUC)

Conference on Empirical Methods in Natural Language
Processing (EMNLP)

2017-07-26

Zigzag: Partial Trust Revocation in Ad Hoc Networks

Xin Chen (PSU); Harshal Patankar (PSU); Sencun Zhu (Penn
State University); Mudhakar Srivatsa (IBM); Jeff Opper (Raytheon BBN
Technologies)

SECON 2013

2013-04-01

Factorized Similarity Learning in Networks

Shiyu Chang (UIUC); Guo-Jun Qi (UIUC); Charu Aggarwal
(IBM); Jiayu Zhou (ASU); Meng Wang (HFUT); Thomas Huang (UIUC)

2014 IEEE International Conference on Data Mining (ICDM
2014)

2014-12-14

Exploiting Background Knowledge for Relation Extraction

Yee Seng Chan (UIUC); Dan Roth (UIUC)

2010-08-27

Exploiting Syntactico-Semantic Structures for Relation
Extraction

Yee Seng Chan (UIUC); Dan Roth (UIUC)

2011-04-20

Relational Inference for Wikification

Xiao Cheng (UIUC); Dan Roth (UIUC)

Conference on Empirical Methods in Natural Language
Processing (EMNLP)

2013-10-19

Scalability Analysis of Tactical Mobility Patterns

Ertugrul Ciftcioglu (PSU); Ram Ramanathan (BBN); Thomas La
Porta (PSU)

IEEE MILCOM 2013

2013-07-29

Challenges of Social Cognitive Network Science: Network
Science Collaborative Technology Alliance Perspective

Keryl Cosenzo (ARL); Bolek Szymanski (RPI)

Proc. IEEE Network Science Workshop, West Point, NY, April
29 – May 1, 2013, pp. 122 – 125.

2013-05-01

A Unitary Optimisation Process for the Formation of
Heterogeneous Structures in Bipartite Mutualistic Networks

Alan Hastings (UCD); Raissa DSouza (UCD); Jordan Snyder
(UCD); Weiran Cai (UCD)

SIAM Workshop on Network Science 2018

2018-07-13

Structured Output Learning with Indirect Supervision

Ming-Wei Chang (UIUC); Vivek Srikumar (UIUC); Dan
Goldwasser (UIUC); Dan Roth (UIUC)

2010-06-24

Finding Relevant Sources in Twitter Based on Content and
Social Structure

Kevin Canini (Palo Alto Research Center); Bongwon Suh
(PARC); Peter Pirolli (PARC)

2011-04-20

Finding Credible Information Sources in Social Networks
Based on Content and Social Structure

Kevin Canini (PARC); Bongwon Suh (PARC); Peter Pirolli
(PARC)

Third IEEE International Conference on Social Computing
(SocialCom), 2011

2011-10-09

A Constrained Latent Variable Model for Coreference
Resolution

Kai-Wei Chang (UIUC); Rajhans Samdani (UIUC); Dan Roth
(UIUC)

Conference on Empirical Methods in Natural Language
Processing

2013-10-21

Inference Protocols for Coreference Resolution

Kai-Wei Chang (UIUC); Rajhans Samdani (UIUC); Alla
Rozovskaya (UIUC); Nick Rizzolo (UIUC); Mark Sammons (UIUC); Dan Roth (UIUC)

2011-06-24

Illinois-Coref: The UI System in the CoNLL-2012 Shared
Task

Kai-Wei Chang (UIUC); Rajhans Samdani (UIUC); Alla
Rozovskaya (UIUC); Mark Sammons (UIUC); Dan Roth (UIUC)

CoNLL (Conference on Natural Language Learning)

2012-07-12

Facets: Fast Comprehensive Mining of Coevolving High-order
Time Series

Yongjie Cai (); Hanghang Tong (ASU); Wei Fan (Baidu
Big Data Lab); Ping Ji (); Qing He ()

21th ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining

2015-08-10

A Toolkit for Knowledge Base Population

Zheng Chen (CUNY); Suzanne Tamang (CUNY); Adam Lee (CUNY);
Heng Ji (CUNY)

SIGIR2011

2011-04-21

CUNY-BLENDER TAC-KBP2010 Entity Linking and Slot Filling
System Description

Zheng Chen (CUNY); Suzanne Tamang (CUNY); Adam Lee (CUNY);
Xiang Li (CUNY); Wen-Pin Lin (CUNY); Matthew Snover (CUNY); Javier Artiles
(CUNY); Marissa Passantino (CUNY); Heng Ji (CUNY)

Text Analysis Conference

2011-04-19

Structural Learning with Amortized Inference

Kai-Wei Chang (UIUC); Shyam Upadhyay (UIUC); Gourab Kundu
(UIUC); Dan Roth (UIUC)

Annual Meeting of the Association for the Advancement of
Artificial Intelligence (AAAI)

2015-01-30

On Dense Subgraphs in Signed Network Streams

Jose Cadena (Virginia Tech); Anil Kumar Vullikanti
(Virginia Tech); Charu C. Aggarwal (IBM)

2016 IEEE 16th International Conference on Data Mining
(ICDM)

2016-12-12

EGTAOnline: An Experiment Manager for Simulation-Based
Game Studies

Ben-Alexander Cassell (UMICH); Michael Wellman (UMICH)

AAMAS-12 Workshop on Multiagent-Based Simulation

2012-06-04

Variational Knowledge Graph Reasoning

Xifeng Yan (UCSB); Wenhan Xiong (UCSB); Wenhu Chen (UCSB);
William Wang (UCSB)

Proc. of the 16th North American Chapter of ACL: Human
Language Technologies

2018-06-01

Quality-of-Information Aware Transmission Policies with
Time-Varying Links

Ertugrul Ciftcioglu (PSU); Aylin Yener (PSU)

IEEE MILCOM

2011-11-01

Maximizing Credibility-based Network Utility via Power
Allocation

Ertugrul Ciftcioglu (PSU); Aylin Yener (PSU)

Proceedings of The Fourth International Workshop on
Information Quality and Quality of Service for Pervasive Computing (IQ2S) in
Conjunction with IEEE PERCOM 2012

2012-03-01

Operational Information Content Sum Capacity: Formulation
and Examples

Ertugrul Ciftcioglu (PSU); Aylin Yener (PSU); Ramesh
Govindan (USC); Kostas Psounis (USC)

FUSION

2011-07-01

Global Textual Relation Embedding for Relational
Understanding

Yu Su (UCSB); Xifeng Yan (UCSB); Honglei Liu (UCSB); Wenhu
Chen (UCSB); Hanwen Zha (UCSB); Zhiyu Chen (UCSB)

Proc. of the Annual Meeting of the Association for
Computational Linguistics, 2019

2019-06-05

User Modeling in Large Social Networks

Yuxiao Dong (University of Notre Dame)

WSDM 16 Proceedings of the Ninth ACM International
Conference on Web Search and Data Mining

2016-02-26

Comparison of explicit and implicit social networks
constructed from communication data

Jana Deisner (UIUC); Amirhossein Aleyasen (UIUC);
Shubhanshu Mishra (UIUC); Aaron Schecter (NWU); Noshir Contractor (NWU)

ACM WebSci Conference

2014-06-23

Discovering Latent Semantic Structure in Human Mobility
Traces

Budhaditya Deb (BBN); Prithwish Basu (BBN)

12th European Conference on Wireless Sensor Networks (EWSN
2015)

2014-11-16

What to Send First? A Study of Utility in the Semantic Web

Mike Dean (BBN); Prithwish Basu (BBN); Ben Carterette
(UDEL); Craig Partridge (BBN); James Hendler (RPI)

1st International Workshop on Quantitative Formalization
in the Semantic Web (SemQuant 2012)

2012-11-12

Evaluation of Network Trust Using Provenance Based on
Distributed Local Intelligence

Gulustan Dogan (CUNY); Ted Brown (CUNY); Kannan Govindan
(UCD); Mohammad Khan (UIUC); Tarek Abdelzaher (UIUC); Prasant Mohapatra
(UCD); JinHee Cho (ARL)

MILCOM 2011

2011-11-07

metapath2vec: Scalable Representation Learning for
Heterogeneous Networks

Nitesh Chawla (ND); Ananthram Swami (ARL); Yuxiao Dong
(ND)

KDD 2017

2017-08-15

The Evolution of Social Relationships and Strategies
Across the Lifespan

Yuxiao Dong (ND); Nitesh Chawla (ND); Jie Tang ();
Yang Yang (ND)

20th ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining

2015-08-29

Link Prediction and Recommendation Across Heterogeneous
Social Networks

Yuxiao Dong (ND); Nitesh Chawla (ND); Sen Wu (Tsinghua);
Jilei Tian (Nokia Research Center); Nitesh Chawla (ND); J Rao (Nokia Research
Center); H Cao (Nokia Research Center)

IEEE International Conference on Data Mining (ICDM)

2012-12-11

Embracing Cultural Diversity: Online Social Ties in
Distributed Workgroups

Wei Dong (tbd); Kate Ehrlich (IBM); Michael M Macy (tbd);
Michael Muller (tbd)

CSCW 2016

2015-10-13

Liquidity in Credit Networks: A Little Trust Goes a Long
Way

Pranav Dandekar (Stanford); Ashish Goel (Stanford); Ramesh
Govindan (USC); Ian Post (Stanford)

ACM conference on Electronic Commerce

2011-04-15

Efficient Online Learning for Opportunistic Spectrum
Access

Wenhan Dai (MIT); Yi Gai (USC); Bhaskar Krishnamachari
(USC)

IEEE Infocom Minisymposium

2011-12-15

Strategic Formation of Credit Networks

Pranav Dandekar (Stanford); Ashish Goel (Stanford);
Michael Wellman (UMICH); Bryce Wiedenbeck (University of Michigan)

World-Wide Web Conference

2012-04-16

Exploring and Inferring User-User Pseudo-Friendship for
Sentiment Analysis with Heterogeneous Networks

Hongbo Deng (UIUC); Jiawei Han (UIUC); Hao Li (CUNY); Heng
Ji (CUNY); Hongning Wang (UIUC); Yue Lu (Twitter)

Proc. of 2013 SIAM Data Mining Conf.

2013-05-01

Modeling and Exploiting Heterogeneous Bibliographic
Networks for Expertise Ranking

Hongbo Deng (UIUC); Jiawei Han (UIUC); Michael Lyu (CUHK);
Irwin King (CUHK)

Proc. 2012 ACM/IEEE Joint Conf. on Digital Libraries
(JCDL’12)

2012-03-20

Multi-Domain Integration and Correlation Engine

Sibel Adali (RPI); Jiawei Han (UIUC); Tarek Abdelzaher
(UIUC); Lisa Scott (ARL); Andrew Hunter (BBN); Ali Sydney (Raytheon BBN
Technologies); John Hancock (ArtisTech); Will Dron (BBN); Benjamin Horne
(RPI)

MILCOM 2018

2018-10-29

Probabilistic Topic Models with Biased Propagation on
Heterogeneous Information Networks

Hongbo Deng (UIUC); Jiawei Han (UIUC); Bo Zhao (UIUC);
Yintao Yu (UIUC); Cindy Lin (UIUC)

Proc. 2011 ACM SIGKDD Conf. on Knowledge Discovery and Data
Mining

2011-08-21

Will This Paper Increase Your h-index? Scientific Impact
Prediction

Yuxiao Dong (University of Notre Dame); Reid Johnson
(University of Notre Dame); Nitesh Chawla (University of Notre Dame)

The Eighth ACM International Conference on Web Search and
Data Mining (WSDM’15)

2015-02-02

Social Signal Processing for Real-time Situational
Understanding: a Vision and Approach

Geeth de Mel (IBM); Kasthuri Jayarajah (Singapore
Management University); Archan Misra (Singapore Management University);
Shuochao Yao (University of Illinois Urbana Champaign); Tarek Abdelzaher
(UIUC); Raghava Mutharaju (Wright State University); Julie Skipper (AFRL);
Michael Kolodny (ARL)

First International Workshop on Social Sensing (SocialSens
2015)

2015-10-19

Structural Diversity and Homophily: A Study Across One
Hundred Large-Scale Networks

Nitesh Chawla (ND); Reid Johnson (ND); Jian Xu (University
of Notre Dame); Yuxiao Dong (ND)

KDD 2017

2017-02-17

Collaboration Signatures Reveal Scientific Impact

Yuxiao Dong (ND); Reid Johnson (ND); Yang Yang (ND);
Nitesh Chawla (ND)

ACM/IEEE ASONAM 2015

2015-08-25

If walls could talk: Patterns and anomalies in Facebook
wallposts

Pravallika Devineni (UNM); Danai Koutra ();
Michalis Faloutsos (UNM); Christos Faloutsos (CMU)

2015 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining 2015

2015-08-25

CLAN: An Efficient Distributed Temporal Community
Detection Protocol for MANETs

Stephen Dabideen (BBN); Vikas Kawadia (BBN); Sam Nelson
(BBN)

2014-05-02

Quantum walk neural networks for graph structured data

Don Towsley (UMASS); Siddharth Pal (BBN); Arman Kabir
(UMASS); Stefan Dernbach (UMASS)

International Conference on Complex Networks and their
Applications 2018 (Complex Networks)

2018-12-12

Energy Efficient Object Detection in Camera Sensor
Networks

Lance Kaplan (ARL); Srikanth Krishnamurthy (UCR); Amit
Roy-Chowdhury (UC Riverside); Karim Khalil (UC Riverside); Tuan Dao (UC
Riverside)

IEEE ICDCS

2016-12-15

Mining personal media thresholds for opinion dynamics and
social influence

Elizabeth Bowman (ARL); Derrik Asher (ARL – CISD); Bolek
Szymanski (RPI); Gyorgy Korniss (RPI); Casey Doyle (RPI)

Proc. 018 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM), pp. 1258-1265.

2018-08-28

Multi-Relational Link Prediction in Heterogeneous
Information Networks

Darcy Davis (ND); Ryan Lichtenwalter (ND); Nitesh Chawla
(ND)

ACM/IEEE International Conference on Advances in Social
Networks Analysis and Mining (ASONAM)

2011-07-25

Pushing Your Point of View: Behavioral Measures of
Manipulation in Wikipedia

Sanmay Das (RPI); Allen Lavoie (RPI); Malik Magdon-Ismail
(RPI)

Workshop on Social Computing and User Generated Content at
ACM Conference on Electronic Commerce (ACM-EC)

2012-06-07

Joint Inference for Event Timeline Construction

Quang Do (UIUC); Wei Lu (UIUC); Dan Roth (UIUC)

EMNLP (Empirical Methods in Natural Language Processing)

2012-06-26

Evaluation of Spitzberg’s Meme Diffusion (M3D) Model:
Bridging the Scientific Divide between Communication and Computer Science

Chris Skurka (Cornell); Mufan Luo (UIUC); Mai Ly Dihn
(UIUC)

International Communication Association 2016 Annual
Conference, Tokyo, Japan

2016-09-05

TopicLens: An Interactive Recommender System based on
Topical and Social Connections

Laura Devendorf (UC Berkeley); John ODonovan (UCSB);
Tobias Hollerer (UCSB)

ACM RecSys 2012 workshop on interfaces for recommender
systems (INTERFACERS’12)

2012-09-04

Inferring Unusual Crowd Events From Mobile Phone Call
Detail Records

Yuxiao Dong (ND); Fabio Pinelli (IBM); Yiannis Gkoufas
(IBM); Zubair Nabi (IBM); Francesco Calabrese (IBM); Nitesh Chawla (ND)

ECML/PKDD 2015

2015-09-07

Epistemic Anchoring in the Face of Uncertainty: Impacts of
Socio – Cognitive Network Structure and Team Processes on Performance in
Multi-Team Systems

Melissa Dobosh (U. Iowa); M. Scott Poole (UIUC); Andy
Pilny (UIUC); Alex Yahja (UIUC)

INGRoup Annual Conference

2016-07-15

Constraints based Taxonomic Relation Classification

Quang Do (UIUC); Dan Roth (UIUC)

2010-10-11

Exploiting Frequency Groups for Broadcasting in
Multi-Channel Multi-Radio Networks

Stephen Dabideen (BBN); Ram Ramanathan (BBN); Will Dron
(BBN); Alice Leung (BBN)

MILCOM 2014

2014-10-06

Managing redundant content in bandwidth constrained
wireless networks

Tuan Dao (UCR); Amit Roy Chowdhury (UCR); Harsha
Madhyastha (UCR); Srikanth Krishnamurthy (UCR); Thomas LaPorta (PSU)

Proc. of ACM CoNeXT 2014

2014-12-03

ACTION: Accurate and Timely Situation Awareness Retrieval
from a Bandwidth Constrained Wireless Network

Prasant Mohapatra (UCD); Srikanth Krishnamurthy (UCR);
Nasser Nasrabadi (ARL); Amit Roy-Chowdhury (UC Riverside); Tuan Dao (UC
Riverside); Lance Kaplan (ARL)

IEEE MASS

2017-01-15

Outlier Detection from Network Data with Subnetwork
Interpretation

Ananthram Swami (ARL); Prithwish Basu (BBN); Ambuj Singh
(UCSB); Arlei Silva (UCSB); Xuan-Hong Dang (UCSB)

IEEE International Conference on Data Mining

2016-12-13

Caching for Non-independent Content: Improving Information
Gathering in Constrained Networks

Ramesh Govindan (USC); Arun Iyengar (IBM); Alice Leung
(BBN); Tarek Abdelzaher (UIUC); Shiguang Wang (UIUC); Yusuf Sarwar (UIUC);
Will Dron (BBN); John Hancock (ArtisTech)

MILCOM 2013

2013-11-28

How long will she call me? Distribution, Social Theory and
Duration Prediction

Yuxiao Dong (ND); Jie Tang (Tsinghua); Tiancheng Lou
(Google); Bin Wu (Beijing University of Posts and Telecommunications); Nitesh
Chawla (ND)

ECML/PKDD

2013-06-14

Entity Role Discovery in Hierarchical Topical Communities

Marina Danilevsky (UIUC); Chi Wang (UIUC); Nihit Desai
(UIUC); Jiawei Han (UIUC)

Proc. of 2013 ACM SIGKDD Int. Workshop on Mining Data
Semantics in Heterogeneous Information Networks

2013-08-11

Automatic Extraction and Ranking of Topical Keyphrases on
Collections of Short Documents

Marina Danilevsky (UIUC); Chi Wang (UIUC); Nihit Desai
(UIUC); Xiang Ren (UIUC); Jingyi Guo (UIUC); Jiawei Han (UIUC)

Proc. of 2014 SIAM Int. Conf. on Data Mining (SDM’14)

2014-04-24

Strategic Formation of Credit Networks: Preliminary Report

Pranav Dandekar (Stanford); Bryce Wiedenbeck (University
of Michigan); Ashish Goel (Stanford); Michael Wellman (UMICH)

2011-07-17

Differentially Private Data Cubes: Optimizing Noise
Sources and Consistency

Bolin Ding (UIUC); Marianne Winslett (UIUC); Jiawei Han
(UIUC); Zhenhui Li (UIUC)

Proc. of 2011 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’11)

2011-06-12

Optimizing Index for Taxonomy Keyword Search

Bolin Ding (UIUC); Haixun Wang (MSRA); Ruoming Jin (Kent
State U.); Jiawei Han (UIUC); Zhongyuan Wang (MSRA)

ACM SIGMOD 2012

2012-05-25

Government agency network discovery via hyperlinks and
datalinks

Li Ding (RPI); Ryan Whalen (NWU); Deborah McGuinness
(NWU); Noshir Contractor (NWU)

WebSci ’11

2011-06-15

Modeling information diffusion in networks with unobserved
links

Quang Duong (UMICH); Michael Wellman (UMICH); Satinder Singh
(UMICH)

Third IEEE International Conference on Social Computing
(SocialCom)

2011-10-11

Learning and Predicting Dynamic Network Behavior with
Graphical Multiagent Models (extended abstract)

Quang Duong (UMichigan); Michael Wellman (University of
Michigan); Satinder Singh (University of Michigan); Michael Kearns
(University of Pennsylvania)

Workshop on Information Networks

2010-10-01

Learning and Predicting Dynamic Network Behavior with
Graphical Multiagent Models

Quang Duong (UMICH); Michael Wellman (UMICH); Satinder
Singh (UMICH); Michael Kearns (U Pennsylvania)

KDD-11 Workshop on Social Network Mining and Analysis
(SNAKDD)

2011-08-21

AMETHYST: A System for Mining and Exploring Topical
Hierarchies of Heterogeneous Data

Marina Danilevsky (UIUC); Chi Wang (UIUC); Fangbo Tao
(UIUC); Son Nguyen (UIUC); Gong Chen (UIUC); Nihit Desai (UIUC); Lidan Wang
(UIUC); Jiawei Han (UIUC)

Proc. of 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining

2013-08-11

Learning Predictive Substructures with Regularization for
Network Data

Xuan Hong Dang (UCSB); Hongyuan You (UCSB); Petko Bogdanov
(SUNY – Albany); Ambuj K. Singh (UCSB)

2015 IEEE International Conference on Data Mining (ICDM)

2015-11-14

Inferring User Demographics and Social Strategities in
Mobile Social Networks

Yuxiao Dong (ND); Yang Yang (Tsinghua); Jie Tang
(Tsinghua); Yang Yang (ND); Nitesh Chawla (ND)

ACM SIGKDD Conference on Knwoledge Discovery and Data
Mining (KDD)

2014-05-11

Large Scale Social Network Analysis Using Semantic Web
Technologies

Dominic DiFranzo (RPI); Qingpeng Zhang (Rensselaer Polytechnic
Institute); Kristine Gloria (RPI); James Hendler (RPI)

AAAI Fall Symposium on Semantics for Big Data

2013-09-15

Collective Topic Modeling for Heterogeneous Networks

Hongbo Deng (UIUC); Bo Zhao (UIUC); Jiawei Han (UIUC)

The 34th Annual ACM SIGIR Conference on Research &
Development in Information Retrieval (SIGIR’11)

2011-07-24

CoupledLP: Link Prediction in Coupled Networks

Yuxiao Dong (ND); Jing Zhang (Tsinghua); Jie Tang
(Tsinghua); Nitesh Chawla (ND); Bai Wang (BUPT)

ACM SIGKDD 2015

2015-08-10

The Communication Patterns of Technical Leaders:
Impact on Product Development Team Performance

Kate Ehrlich (IBM); Marcelo Cataldo (ConnReperio)

CSCW (Computer Supported Cooperative Work)

2014-02-15

Pragmatically-aware Query Selection through Quality of
Information

Geeth de Mel (IBM); Taylor Cassidy (ARL); James Edwards
(PSU); Thomas LaPorta (PSU)

International World Wide Web Conference

2015-10-18

Integrating Quality of Information with Pragmatic
Assistance

James Edwards (PSU); Taylor Cassidy (ARL); Geeth de Mel
(IBM); Thomas LaPorta (PSU)

13th IEEE Workshop on Managing Ubiquitous Communications
and Services in conjunction with Percom

2016-01-11

Constrained Sequence-to-sequence Semitic Root Extraction
for Enriching Word Embeddings

Jiawei Han (UIUC); Clare Voss (ARL); Aseel Addawood
(UIUC); Xingyu Fu (UIUC); Nahil Sobh (UIUC); Ahmed El-Kishky (UIUC)

Proc. of the 4th Arabic Natural Language Processing
Workshop (WANLP 2019)

2019-07-01

Resource Allocation for Pragmatically-assisted Quality of
Information-aware Networking

James Edwards (PSU); Rebecca Passonneau (PSU); Taylor
Cassidy (ARL); Thomas LaPorta (PSU)

IEEE ICCCN

2017-04-07

Spread, then Target, and Advertise in Waves: Optimal
Capital Allocation Across Advertising Channels

Ananthram Swami (ARL); Raissa DSouza (UCD); Qing Zhao
(Cornell); Santosh Venkatesh (UPenn); Saswati Sarkar (UPenn); Victor Preciado
(UPenn); Soheil Eshghi (Cornell University)

Information Theory and Applications Workshop

2017-02-12

Scalable Topical Phrase Mining from Text Corpora

Ahmed El-Kishky (UIUC); Yanglei Song (UIUC); Chi Wang
(UIUC); Clare Voss (ARL); Jiawei Han (UIUC)

Proc. 41st International Conference on Very Large Data
Bases (VLDB’15)

2015-09-01

Effect of Leader Reputation on Idividual and Team
Performance

Kate Ehrlich (IBM); Hanghang Tong (IBM)

WID2012

2012-10-25

Entropy-Based Subword Mining for Word Embeddings

Ahmed El-Kishky (UIUC); Frank Xu (SJTU); Aston Zhang (Amazon);
Stephen Macke (UIUC); Jiawei Han (UIUC)

Proc. of the 2nd Workshop on Subword and Character Level
Models in NLP (SCLeM’18) (at NAACL 2018)

2018-06-01

MultiAspectForensics: Pattern mining on large-scale
heterogeneous networks with tensor analysis.

Christos Faloutsos (CMU)

The 3rd International Conference on Advanced in Social
Networks Analysis and Mining (ASONAM ’11)

2011-04-22

Event Detection in Time Series of Mobile Communication
Graphs

Christos Faloutsos (CMU)

27th Army Science Conference

2011-04-22

ValuePick: Towards a Value-Oriented Dual-Goal Recommender
Systems

Christos Faloutsos (CMU)

ICDM Workshop on Optimization Based Methods for Emerging
Data Mining Problems

2011-04-22

Surprising Patterns for the Call Duration Distribution of
Mobile Phone Users

Christos Faloutsos (CMU)

ECML PKDD

2011-04-22

Polonium: Tera-Scale Graph Mining and Inference for
Malware Detection

Christos Faloutsos (CMU)

SIAM International Conference on Data Mining (SDM) 2011

2011-04-22

Patterns on the Connected Components of Terabyte-Scale
Graphs

Christos Faloutsos (CMU)

IEEE International Conference on Data Mining (ICDM) 2010

2011-04-22

Virus Propagation on Time-Varying Networks: Theory and
Immunization Algorithms

Christos Faloutsos (CMU)

ECML-PKDD 2010

2011-04-22

On the Vulnerability of Large Graphs

Christos Faloutsos (CMU)

IEEE ICDM 2010

2011-04-22

Non-Binary Information Propagation: Modeling BGP Routing
Churn

Christos Faloutsos (CMU)

NetSciComm/INFOCOMM 2011

2011-04-22

Beyond `Caveman Communities’: Hubs and Spokes for Graph
Compression and Mining

Christos Faloutsos (CMU)

2011-10-21

Unifying Guilt-by-Association Approaches: Theorems and
Fast Algorithms

Christos Faloutsos (CMU)

2011-10-21

Mobile Phone Graph Evolution: Findings, Model and
Interpretation

Christos Faloutsos (CMU)

2011-10-21

Apolo: Making Sense of Large Network Data byCombining Rich
User Interaction and Machine Learning

Christos Faloutsos (CMU)

ACM Conference on Human Factors in Computing Systems (CHI)
2011

2011-04-22

PEGASUS: MINING BILLION-SCALE GRAPHS IN THE CLOUD

Christos Faloutsos (CMU)

EEE International Conference on Acoustics, Speech, and
Signal Processing (ICASSP)

2012-04-16

PICS: Parameter-free Identification of Cohesive Subgroups
in Large Attributed Graphs.

Christos Faloutsos (CMU)

SIAM International Conference on Data Mining (SDM)

2012-04-16

Anomaly, Event, and Fraud Detection in Large Network
Datasets

Christos Faloutsos (Carnegie Mellon University); Leman
Akoglu (Stony Brook University)

Tutorial: WSDM 2013, Rome Italy, Feb. 4-8, 2013.

2013-02-04

Revisit Behavior in Social Media: The Phoenix-R Model and
Discoveries

Flavio Figueiredo (UFMG); Jussara Almeida (UFMG); Yasuko
Matsubara (Kumamoto); Bruno Ribeiro (CMU); Christos Faloutsos (CMU)

PKDD’14

2014-07-28

Connecting Communication and Computing: Success Stories
from the Front Lines of Computational Social Science

Brooke Foucault Welles (NEU); Kevin Crowston (Syracuse);
Noshir Contractor (NWU); Steven Corman (ASU); David Lazer (NEU); Marshall
(Scott) Poole (UIUC)

National Communication Association

2013-11-21

Clustering Very Large Multi-dimensional Datasets with
MapReduce

Christos Faloutsos (CMU); Robson Cordeiro (University of
Sao Paulo); Caetano Traina (University of Sao Paulo); Agma Traina (University
of Sao Paulo); Julio Lopez (CMU); U Kang (CMU)

KDD 2011: 690-698

2011-08-12

Modeling Human Temporal Dynamics in Agent-Based
Simulations

Bolek Szymanski (RPI); Weike Dai (RPI); James Flamino
(RPI)

Proc. ACM SIGSIM Conference on Principles of Advanced
Discrete Simulation (SIGSIM-PADS’19), Chicago, IL, June 3-5, 2019, pp.
99-102.

2019-06-05

Discovering Roles and Anomalies in Graphs: Theory and
Applications

Christos Faloutsos (Carnegie Mellon University); Tina
Eliassi-Rad (Rutgers University)

Tutorial: SDM 2012, Anaheim, CA, April 26-28

2012-10-26

Identifying News from Tweets

Jesse Freitas (RPI); Heng Ji (RPI)

EMNLP2016 Workshop on NLP and Computational Social Science

2016-11-01

Managing and Mining Billion-scale Graphs: Patterns and
Algorithms

Christos Faloutsos (Carnegie Mellon University); U Kang
(Carnegie Mellon University)

Tutorial: SIGMOD 2012, Scottsdale, Arizona, USA, May
20-24, 2012.

2012-05-24

Mining Large Graphs: Algorithms, Inference, and
Discoveries

Christos Faloutsos (CMU); U Kang (CMU); Duen Horng Chau
(CMU); Leman Akoglu (CMU)

ICDE 2011: 243-254

2011-08-12

Spectral Analysis for Billion-Scale Graphs: Discoveries
and Implementation

Christos Faloutsos (CMU); U Kang (CMU); Brendan Meeder
(CMU)

PAKDD (2) 2011: 13-25

2011-08-12

Video Processing of Complex Activity Detection in
Resource-constrained Networks

Noor Felemban (PSU); Zongqing Lu (PSU); Thomas LaPorta
(PSU); Kevin Chan (ARL)

GlobalSIP Symposium on Non-Commutative Theory and
Applications

2016-09-30

Characterizing Continuous Time Random Walks on Time
Varying Graphs

Daniel Figueiredo (Fed. Univ. of Rio de Janeiro); Philippe
Nain (INRIA); Bruno Ribeiro (UMASS); Edmundo de Souza e Silva (Fed. Univ. of
Rio de Janeiro); Don Towsley (UMASS)

ACM SIGMETRICS

2012-04-23

Trading Off Distortion for Delay for Video Transmissions
in Wireless Networks

Zi Feng (UCR); George Papageorgiou (UCR); Srikanth
Krishnamurthy (UCR); Ramesh Govindan (USC); Thomas La Porta (PSU)

IEEE Infocom

2013-04-14

Collaborative Assessment of Functional Reliability in
Wireless Networks

Zi Feng (UCR); Konstantinos Pelechrinis (Pitt); Srikanth
Krishnamurthy (UCR); Ananthram Swami (ARL); Felix Wu (UCD); Munindar Singh
(NCSU)

IEEE MASS 2012

2012-10-08

TribeFlow: Mining & Predicting User Trajectories

Flavio Figueiredo (UFMG); Bruno Ribeiro (CMU); Jussara
Almeida (UFMG); Christos Faloutsos (CMU)

WWW 2016

2016-01-10

Mining online music listening trajectories

Flavio Figueiredo (UFCG – Brazil); Bruno Riberio (Purdue
Univ.); Christos Faloutsos (CMU); Nazareno Andrade (UFCG – Brazil); Jussara
Almeida (UFCG -Brazil)

ISMIR 2016

2016-08-07

HyLiEn: A Hybrid Approach to General List Extraction on
the Web

Fabio Fumarola (Università degli Studi di Bari “Aldo
Moro”); Timothy Weninger (UIUC); Rick Barber (UIUC); Donato Malerba
(Università degli Studi di Bari “Aldo Moro”); Jiawei Han (UIUC)

Proc. of 2011 Int. World Wide Web Conf. (WWW’11)

2011-03-28

STREAMCUBE: Hierarchical Spatio-temporal Hashtag
Clustering for Event Exploration over the Twitter Stream

Wei Feng (Tsinghua); Chao Zhang (UIUC); Wei Zhang
(Tsinghua); Jiawei Han (UIUC); Jianyong Wang (Tsinghua); Charu Aggarwal
(IBM); Jianbin Huang (Xidian Univ)

Proc of 2015 IEEE Int. Conf on Data Engineering (ICDE’15)

2015-04-01

ClariSense: Clarifying Sensor Anomalies using Social
Network Feeds

Prasanna Giridhar (UIUC); Md Tanvir Amin (University of
Illinois at Urbana-Champai); Tarek Abdelzaher (UIUC); Lance Kaplan (ARL);
jemin george (ARL); Raghu Ganti (IBM)

IQ2S

2014-03-28

Event Localization and Visualization in Social Networks

Prasanna Giridhar (UIUC); Tarek Abdelzaher (UIUC); Jemin
George (ARL); Lance Kaplan (ARL)

IEEE Infocom 2015

2015-04-26

On Quality of Event Localization from Social Network Feeds

Prasanna Giridhar (UIUC); Tarek Abdelzaher (UIUC); Jemin
George (ARL); Lance Kaplan (ARL)

7th International Workshop on Information Quality and
Quality of Service for Pervasive Computing (IQ2S)

2015-03-23

Finding Top-k Shortest Path Distance Changes in an
Evolutionary Network

Manish Gupta (UIUC); Charu Aggarwal (IBM); Jiawei Han
(UIUC)

12th International Symposium on Spatial and Temporal
Databases (SSTD) 2011

2011-08-24

Unsupervised Link Selection in Networks

Quanquan Gu (UIUC); Charu Aggarwal (IBM); Jiawei Han
(UIUC)

AISTAT Conference

2013-05-01

Evolutionary Clustering and Analysis of Bibliographic
Networks

Manish Gupta (University of Illinois at Urbana Champai);
Charu Aggarwal (IBM); Jiawei Han (UIUC); Yizhou Sun (UIUC)

Int. Conf. on Advances in Social Network Analysis and
Mining (ASONAM’11)

2011-07-25

Selective Sampling on Graphs for Classification

Quanquan Gu (UIUC); Charu Aggarwal (IBM); Jialu Liu (UIUC);
Jiawei Han (UIUC)

ACM SIGKDD Conference on Knowledge Discovery and Data
Mining

2013-08-11

Mining Complaints for Traffic-Jam Estimation: A Social
Sensor Application

Theodore Georgiou (UCSB); Amr Abbadi (UCSB); Xifeng Yan
(UCSB); Jemin George (ARL)

2015 IEEE/ACM International Conference on Advances in
Social Network Analysis and Mining (ASONAM 2015)

2015-08-25

PCFG Based Synthetic Mobility Trace Generation

Sahin Geyik (RPI); Eyuphan Bulut (RPI); Bolek Szymanski
(RPI)

Proc. IEEE Global Communications Conference, IEEE GLOBECOM
2010

2010-12-10

User-Centric Data Dissemination in Disruption Tolerant
Networks

Wei Gao (PSU); Guohong Cao (PSU)

IEEE Infocom

2011-04-19

On Exploiting Transient Contact Patterns for Data
Forwarding in Delay Tolerant Networks

Wei Gao (PSU); Guohong Cao (PSU)

IEEE icnp

2011-02-16

Fine-Grained Mobility Characterization: Steady and
Transient State Behaviors

Wei Gao (PSU); Guohong Cao (PSU)

ACM Mobihoc

2011-03-08

Supporting Cooperative Caching in Disruption Tolerant
Networks

Wei Gao (PSU); Guohong Cao (PSU); Arun Iyengar (IBM);
Mudhakar Srivatsa (IBM)

IEEE ICDCS’2011

2011-08-24

Distributed Maintenance of Cache Freshness in
Opportunistic Mobile Networks

Wei Gao (PSU); Guohong Cao (PSU); Mudhakar Srivatsa (IBM);
Arun Iyengar (IBM)

IEEE ICDCS

2012-04-16

On Trivial Solution and Scale Transfer Problems in Graph
Regularized NMF

Quanquan Gu (UIUC); Chris Ding (University of Texas at
Arlington); Jiawei Han (UIUC)

Proc. of 2011 Int. Joint Conf. on Artificial Intelligence
(IJCAI’11)

2011-07-16

Locality Preserving Feature Learning

Quanquan Gu (UIUC); Marina Danilevsky (UIUC); Zhenhui Li
(UIUC); Jiawei Han (UIUC)

Proc. 2012 Int. Conf. on Artificial Intelligence and
Statistics (AISTAT’12)

2012-01-01

The Performativity of Data: Re-conceptualizing the Web of
Data

Kristine Gloria (RPI); Dominic DiFranzo (RPI); Marco
Navarro (RPI); James Hendler (RPI)

Proceedings of ACM Web Science 2013

2013-05-02

A Spectral Framework for Detecting Inconsistency across
Multi-Source Object Relationships

Jing Gao (UIUC); Wei Fan (IBM T. J. Watson Research
Center); Deepak Turaga (IBM T. J. Watson Research Center); Srinivasan
Parthasarathy (IBM T. J. Watson Research Center); Jiawei Han (UIUC)

Proc. 2011 ACM SIGKDD Conf. on Knowledge Discovery and
Data Mining

2011-12-11

Graph Search Beyond Text: Relational Searches in Semantic
Hyperlinked Data

Mark Goldberg (RPI); J Greenman (RPI); Bridget Gutting
(RPI); Malik Magdon-Ismail (RPI); John Schwartz (RPI); William Wallace (RPI)

10th International Conference on Intelligence and Security
Informatics (ISI)

2012-06-11

Toward Efficient Search for a Fragment Network in a Large
Semantic Database

Mark Goldberg (RPI); Joshua Greenman (Rensselaer
Polytechnic Institute); Bridget Gutting (RPI); Malik Magdon-Ismail (RPI);
John Schwartz (Rensselaer Polytechnic Institute); William Wallace (Rensselaer
Polytechnic Institute)

6th Annual Network Science Workshop

2012-04-04

Community Distribution Outlier Detection in Heterogeneous
Information Networks

Manish Gupta (UIUC); Jing Gao (UIUC); Jiawei Han (UIUC)

2013 European Conf. on Machine Learning and Principles and
Practice of Knowledge Discovery in Databases (ECMLPKDD’13)

2013-09-23

Community Trend Outlier Detection using Soft Temporal
Pattern Mining

Manish Gupta (UIUC); Jing Gao (UIUC); Yizhou Sun (UIUC);
Jiawei Han (UIUC)

Proc. of 2012 European Conf. on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD’12)

2012-09-24

Integrating Community Matching and Outlier Detection for
Mining Evolutionary Community Outliers

Manish Gupta (UIUC); Jing Gao (UIUC); Yizhou Sun (UIUC);
Jiawei Han (UIUC)

Proc. of 2012 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’12)

2012-05-04

On Lossy Transmission of Correlated Sources over a
Multiple Access Channel

Basak Guler (The Pennsylvania State University); Deniz
Gunduz (Imperial College London); Aylin Yener (The Pennsylvania State
University)

IEEE International Symposium on Information Theory
(ISIT’16)

2016-07-11

On the Necessary Conditions for Transmitting Correlated
Sources over a Multiple Access Channel

Aylin Yener (The Pennsylvania State University); Deniz
Gunduz (Imperial College London); Basak Guler (The Pennsylvania State
University)

IEEE International Symposium on Information Theory

2017-06-25

On Detecting Association-Based Clique Outliers in
Heterogeneous Information Networks

Manish Gupta (UIUC); Jing Gao (U of Buffalo); Xifeng Yan
(UCSB); Hasan Cam (ARL); Jiawei Han (UIUC)

2013 IEEE/ACM Int. Conf. on Social Networks Analysis and
Mining (ASONAM’13)

2013-08-25

Top-K Interesting Subgraph Discovery in Information
Networks

Manish Gupta (Microsoft India); Jing Gao (Buffalo Univ.);
Xifeng Yan (UCSB); Hasan Cam (ARL); Jiawei Han (UIUC)

Proc. of 2014 SIAM Int. Conf. on Data Mining (SDM’14)

2014-04-24

Towards Feature Selection in Network

Quanquan Gu (UIUC); Jiawei Han (UIUC)

Proc. 2011 Int. Conf. on Information and Knowledge
Management (CIKM’11)

2011-10-24

Towards Active Learning on Graphs: An Error Bound
Minimization Approach

Quanquan Gu (UIUC); Jiawei Han (UIUC)

Proc. of 2012 IEEE Int. Conf. on Data Mining (ICDM’12)

2012-12-11

Clustered Support Vector Machine

Quanquan Gu (UIUC); Jiawei Han (UIUC)

The 16th International Conference on Artificial
Intelligence and Statistics

2013-05-01

Towards Faster Rates and Oracle Property for Low-Rank
Matrix Estimation

Quanquan Gu (University of Virginia); Jiawei Han (UIUC);
Huan Gui (University of Illinois)

Proc. of 2016 Int. Conf. on Machine Learning (ICML’16)

2016-06-19

Batch-Mode Active Learning via Error Bound Minimization

Quanquan Gu (UIUC); Jiawei Han (UIUC); Tong Zhang
(Rutgers)

Proc. of 2014 Conf. on Uncertainty in Articial Intelligence
(UAI)

2014-07-23

Homophily in Application Layer and its Usage in Traffic
Classification,

B. Gallagher (LLNL); M. Iliofotou (UCR); T. Eliassh-Rad
(LLNL); Michalis Faloutsos (UCR)

IEEE INFOCOM (mini)

2010-03-17

Language in Context: Incorporating Demographic Embeddings
into Language Understanding

Justin Garten (USC); Brendan Kennedy (USC); Joe Hoover
(USC); Kenji Sagae (UC Davis); Morteza Dehghani (USC)

Cognitive Science Society

2018-05-01

The Event Tracking Dashboard: From Multilingual Social
Media Feeds to Event Patterns and Anomalies

Prasanna Giridhar (UIUC); Jongdeog Lee (UIUC); Tarek
Abdelzaher (UIUC); Lance Kaplan (ARL)

SPIE Security and Defense, Next Generation Analyst

2018-04-17

Forwarding Redundancy in Opportunistic Mobile Networks:
Investigation and Elimination

Wei Gao (PSU); Qinghua Li (PSU); Guohong Cao (PSU)

IEEE infocom

2014-01-16

Learning a Kernel for Multi-Task Clustering

Quanquan Gu (UIUC); Zhenhui Li (UIUC); Jiawei Han (UIUC)

AAAI 2011

2011-08-07

Generalized Fisher Score for Feature Selection

Quanquan Gu (UIUC); Zhenhui Li (UIUC); Jiawei Han (UIUC)

UAI 2011

2011-07-14

Linear Discriminant Dimensionality Reduction

Quanquan Gu (UIUC); Zhenhui Li (UIUC); Jiawei Han (UIUC)

Proc. 2011 European Conf. on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD’11)

2011-09-05

Joint Feature Selection and Subspace Learning

Quanquan Gu (UIUC); Zhenhui Li (UIUC); Jiawei Han (UIUC)

Proc. of 2011 Int. Joint Conf. on Artificial Intelligence
(IJCAI’11)

2011-07-16

Correlated Multi-Label Feature Selection

Quanquan Gu (UIUC); Zhenhui Li (UIUC); Jiawei Han (UIUC)

Proc. 2011 Int. Conf. on Information and Knowledge
Management (CIKM’11)

2012-01-24

Linking Tweets to News: A Framework to Enrich Online Short
Text Data

Weiwei Guo (Columbia); Hao Li (CUNY); Heng Ji (CUNY); Mona
Diab (GWU)

Proc. the 51st Annual Meeting of the Association for
Computational Linguistics (ACL2013)

2013-04-13

Large-Scale Embedding Learning in Heterogeneous Event Data

Brandon Norick (University of Illinois); Meng Jiang
(University of Illinois); Fangbo Tao (University of Illinois); Jialu Liu
(University of Illinois); Huan Gui (University of Illinois); Jiawei Han
(UIUC)

Proc. of 2016 Int. Conf. on Data Mining (ICDM’16)

2016-12-12

Computing Manipulations of Ranking Systems

Ethan Gertler (RPI); Erika Mackin (RPI); Malik
Magdon-Ismail (RPI); Lirong Xia (RPI); Yuan Yi (RPI)

AAMAS

2015-05-04

Tracking and Predicting Evolution of Social Communities

Mark Goldberg (Rensselaer Polytechnic Institute); Malik
Magdon-Ismail (Rensselaer Polytechnic Institute); Srinivas Nambirajan
(Rensselaer Polytechnic Institute); James Thompson (Rensselaer Polytechnic
Institute)

IEEE International Conference on Social Computing

2012-01-02

Local Learning for Mining Outlier Subgraphs from Network
Datasets

Manish Gupta (MSR India); Arun Mallya (UIUC); Subhro Roy
(UIUC); Jason H. D. Cho (UIUC); Jiawei Han (UIUC)

Proc. of 2014 SIAM Int. Conf. on Data Mining (SDM’14)

2014-04-24

Identifying Long Lived Social Communities Using Structural
Properties

Mark Goldberg (RPI); Malik Magdon-Ismail (RPI); James
Thompson (RPI)

4th International on Advances in Social Networks Analysis
and Mining (ASONAM)

2012-08-26

Remote Source Coding with Two-Sided Information

Basak Guler (The Pennsylvania State University); Ebrahim
MolavianJazi (The Pennsylvania State University); Aylin Yener (The
Pennsylvania State University)

IEEE International Symposium on Information Theory
(ISIT’15)

2015-06-15

Personality, Movie Preferences, and Recommendations

Jennifer Golbeck (UMD); Eric Norris (UMD)

ASONAM

2013-08-28

An information theoretic model for summarization, and some
basic results

Prithwish Basu (BBN); Qiang Ning (UIUC); Eric Graves (ARL)

International Symposium on Information Theory (ISIT) 2019

2019-01-20

Impact of network connectivity and agent commitment on
spread of opinions in social networks

David Galehouse (RPI); Tommy Nguyen (RPI); Sameet
Sreenivasan (RPI); Omar Lizardo (ND); Gyorgy Korniss (RPI); Bolek Szymanski
(RPI)

3rd International Conference on Cross-Cultural Decision
Making, AFHE 2014, Krakow, Poland, July 19-23, 2014, pp. 231-2329.

2014-08-21

Social Cognition and Team Assembly: Competence, Warmth, or
Embeddedness. Using team recommender systems to study users’ search
preferences.

Leslie DeChurch (Northwestern University); Marlon Twyman
(Northwestern University); Jacqueline Ng (Northwestern University); Diego
Gómez-Zará (Northwestern University); Noshir Contractor (NWU)

13th Annual INGRoup Conference

2018-07-18

Bring you to the past: Automatic Generation of Topically
Relevant Event Chronicles

Tao Ge (Peking University); Wenzhe Pei (Peking
University); Heng Ji (RPI); Sujian Li (Peking University); Baobao Chang
(Peking University); Zhifang Sui (Peking University)

the 53rd Annual Meeting of the Association for
Computational Linguistics (ACL2015)

2015-07-26

What Happened in the Past? Automatic Generation of
Topically Relevant Event Chronicles

Tao Ge (PKU/RPI); Wenzhe Pei (PKU); Heng Ji (RPI); Sujian
Li (PKU); Baobao Chang (PKU); Zhifang Sui (PKU)

Proc. the 2015 Conference of the Association for
Computational Linguistics (ACL2015)

2015-04-29

Data Extrapolation in Social Sensing for Disaster Response

Siyu Gu (UIUC); Chenji Pan (UIUC); Hengchang Liu (UIUC);
Shen Li (UIUC); Shaohan Hu (UIUC); Lu Su (U. Buffalo); Shiguang Wang (UIUC);
Dong Wang (UIUC); Md Tanvir Amin (UIUC); Ramesh Govindan (USC); Charu
Aggarwal (IBM); Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); Amotz Bar-Noy
(CUNY); Peter Terlecky (CUNY); Tarek Abdelzaher (UIUC)

IEEE International Conference on Distributed Computing in
Sensor Systems (DCOSS), 2014

2014-05-28

Predicting Personality from Twitter

Jennifer Golbeck (UMD); Cristina Robles (UMD); M.
Edmondson (UMD); K. Turner (UMD)

IEEE International Conference on Social Computing

2011-08-01

Predicting Personality with Social Media

Jennifer Golbeck (UMD); Cristina Robles (University of
Maryland); Karen Turner (University of Maryland)

CHI 2011

2011-04-19

Behavior Modeling and Classification via Probabilistic
Context Free Grammars

Sahin Geyiks (RPI); Bolek Szymanski (RPI)

Proc. 21th Behavior Representation in Modeling &
Simulation (BRIMS) Conference, Amelia Island, March 12-15, 2012, 2012, pp.
217-218

2012-03-14

MP-trie: Fast Spatial Queries on Moving Objects

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM)

Middleware 2016

2014-04-03

On Limits of Travel Time Predictions: Insights from a New
York City Case Study

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); Tarek
Abdelzaher (UIUC)

ICDCS 2014

2014-04-03

Location privacy: Myth or Reality

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); Tarek
Abdelzaher (UIUC); Jiawei Han (UIUC)

Dagstuhl Seminar, “My Life, Shared” – Trust and Privacy in
the Age of Ubiquitous Experience Sharing

2013-11-10

Modified Self-exciting Point Process Models of
Communication Events

Jemin George (ARL); Aaron Schecter (Northwestern University);
Noshir Contractor (NWU)

INSNA Sunbelt XXXV, International Sunbelt Social Network
Conference, Brighton, UK, June 23-28, 2015

2015-06-23

Trust Analysis with Clustering

Manish Gupta (University of Illinois at Urbana Champai);
Yizhou Sun (UIUC); Jiawei Han (UIUC)

Proc. of 2011 Int. World Wide Web Conf. (WWW’11)

2011-03-28

Modeling Topic Diffusion in Multi-Relational Bibliographic
Information Networks

Huan Gui (UIUC); Yizhou Sun (Northeastern Univ.); Jiawei
Han (UIUC); George Brova (UIUC)

Proc. of 2014 ACM Int. Conf. on Information and Knowledge
Management (CIKM’14)

2014-11-03

Spatio-Temporal Spread of Events in Social Networks: A Gas
Shortage Case Study

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); Hengchang Liu
(UIUC); Tarek Abdelzaher (UIUC)

MilCom 2013

2013-08-15

Entity Reconciliation in a Multi-camera Network

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); B Manjunath
(UCSB)

uSitu 2016

2015-10-12

Inferring Human Mobility Patterns from Taxicab Location
Traces

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); Anand
Ranganathan (IBM); Jiawei Han (UIUC)

UbiComp

2013-09-01

Connectivity of a large dynamic graph induced by a
multi-walker random walk

Saikat Guha (BBN); Don Towsley (UMASS); Prithwish Basu
(BBN); Ananthram Swami (ARL)

Netsci 2015

2015-06-01

Layered Percolation

Saikat Guha (BBN); Don Towsley (UMASS); Cagatay Capar
(UMASS); Ananthram Swami (ARL); Prithwish Basu (BBN)

NetSci 2014

2014-06-06

Maximizing Recommender’s Influence in a Social Network: An
Information Theoretic Perspective

Basak Guler (The Pennsylvania State University); Kaya
Tutuncuoglu (The Pennsylvania State University); Aylin Yener (The
Pennsylvania State University)

IEEE Information Theory Workshop (ITW’15)

2015-10-11

SocialFusion: Integrating Twitter and Instagram for Event
Monitoring

Prasanna Giridhar (University of Illinois at Urbana
Champai); Shiguang Wang (UIUC); Tarek Abdelzaher (UIUC); Md Tanvir Amin
(UIUC); Lance Kaplan (ARL)

14th International Conference on Autonomic Computing

2017-07-17

Joint Localization of Events and Sources in Social
Networks

Prasanna Giridhar (UIUC); Shiguang Wang (UIUC); Tarek
Abdelzaher (UIUC); Jemin George (ARL); Lance Kaplan (ARL); Raghu Ganti (IBM)

International Conference on Distributed Computing in
Sensor Systems (DCoSS)

2015-06-10

On Localizing Urban Events with Instagram

Prasanna Giridhar (University of Illinois at Urbana
Champai); Shiguang Wang (UIUC); Tarek Abdelzaher (UIUC); Raghu Ganti (IBM);
Lance Kaplan (ARL); Jemin George (ARL)

In Proc. IEEE Infocom

2017-05-01

PRONET: Network Trust Assessment Based on Incomplete
Provenance

Kannan Govindan (UCD); Xinlei Wang (UCD); Mohammad Khan
(UIUC); Kai Zeng (UCD); Gerald Powell (ARL); Ted Brown (CUNY); Tarek
Abdelzaher (UIUC); Prasant Mohapatra (UCD)

MILCOM 2011

2011-11-07

Assessing and Ranking Structural Correlations in Graphs

Ziyu Guan (UCSB); Jian Wu (Zhejiang Univ.); Qing Zhang
(Tao Bao); Ambuj Singh (UCSB); Xifeng Yan (UCSB)

SIGMOD 2011

2011-02-18

Network A/B Testing: From Sampling to Estimation

Huan Gui (UIUC); Ya Xu (Linkedin); Anmol Bhasin
(Linkedin); Jiawei Han (UIUC)

Proc. of 2015 Int. Conf. on World-Wide Web (WWW’15)

2015-05-18

Behavior Modeling with Probabilistic Context Free Grammars

Sahin Geyik (RPI); Jierui Xie (RPI); Bolek Szymanski (RPI)

13th International Conference on Information Fusion
Edinburgh, U.K., July 26-29

2010-07-29

Semantic Index Assignment

Basak Guler (PSU); Aylin Yener (PSU)

Sixth International Workshop on Information Quality and
Quality of Service for Pervasive Computing (IQ2S’14) in Conjunction with IEEE
PERCOM 2014

2014-03-28

Compressing Semantic Information with Varying Priorities

Basak Guler (PSU); Aylin Yener (PSU)

Data Compression Conference 2014

2014-03-24

A Study of Semantic Data Compression

Basak Guler (PSU); Aylin Yener (PSU); Prithwish Basu (BBN)

IEEE Global Signal Processing Conference (GlobalSIP)

2013-12-03

A Study on Compressing Graphical Structures

Basak Guler (PSU); Aylin Yener (PSU); Prithwish Basu
(BBN); Ananthram Swami (ARL); Carl Andersen (BBN)

The 2nd IEEE Global Conference on Signal and Information
Processing (GLobalSIP2014)

2014-12-03

Measuring Two-Event Structural Correlations on Graphs

Ziyu Guan (UCSB); Xifeng Yan (UCSB); Lance Kaplan (ARL)

VLDB 2012

2012-08-20

Interactive Function Compression with Asymmetric Priors

Basak Guler (The Pennsylvania State University); Aylin
Yener (The Pennsylvania State University); Ebrahim MolavianJazi (The
Pennsylvania State University); Prithwish Basu (Raytheon BBN Technologies);
Ananthram Swami (Army Research Laboratory); Carl Andersen (Raytheon BBN
Technologies)

IEEE Data Compression Conference

2016-03-30

The Semantic Communication Game

Aylin Yener (PSU); Ananthram Swami (ARL); Basak Guler
(PSU)

IEEE ICC 2016

2016-05-10

Learning Causal Information Flow Structures in Multi-Layer
Networks

Ananthram Swami (ARL); Aylin Yener (PSU); Basak Guler
(PSU)

IEEE GlobalSIP 2016

2016-12-09

DialSQL: Dialogue Based Structured Query Generation

Yu Su (UCSB); Semih Yavuz (UCSB); Izzeddin Gur (UCSB);
Xifeng Yan (UCSB)

Proc. of the Annual Meeting of the Association for
Computational Linguistics, 2018

2018-06-01

Selective Labeling via Error Bound Minimization

Quanquan Gu (UIUC); Tong Zhang (Rutgers University); Chris
Ding (UT Arlington); Jiawei Han (UIUC)

Proc. of 2012 Neural Information Processing Systems Conf.
(NIPS’12)

2012-12-03

Evaluating Event Credibility on Twitter

Manish Gupta (UIUC); Peixiang Zhao (UIUC); Jiawei Han
(UIUC)

Proc. 2012 SIAM Int. Conf. on Data Mining (SDM’12)

2012-01-01

Dynamic Shortest Path Algorithms for Hypergraphs

Jianhang Gao (UCD); Qing Zhao (UCD); Wei Ren (UCD);
Ananthram Swami (ARL); Ram Ramanathan (BBN); Amotz Bar-Noy (CUNY)

WiOpt 2012

2012-05-14

The Thinnest Path Problem for Secure Communications: A
Directed Hypergraph Approach

Jianhang Gao (UCD); Qing Zhao (UCD); Ananthram Swami (ARL)

The 50th Allerton Conference on Communications, Control,
and Computing

2012-10-01

Minimum Information Dominating Set for Critical Sampling
Over Graphs

Jianhang Gao (University of California Davis); Qing Zhao
(University of California Davis); Ananthram Swami (ARL)

40th IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP) 2015

2015-04-19

On the Power of Massive Text Data

Jiawei Han (UIUC)

Proc. of 2018 ACM Int. Conf. on Web Search and Data Mining
(WSDM’18) (keynote speech)

2018-02-05

Platform Effects and News Engagement: A Reddit Case Study

Sibel Adali (RPI); Benjamin Horne (RPI)

The Second International Workshop on News and Public
Opinion at ICWSM 2017

2017-03-19

This Just In: Fake News Packs a Lot in Title, Uses
Simpler, Repetitive Content in Text Body, More Similar to Satire than Real
News

Sibel Adali (RPI); Benjamin Horne (RPI)

The Second International Workshop on News and Public
Opinion at ICWSM 2017

2017-05-18

Impact of message sorting on access to novel information
in networks

Benjamin Horne (RPI); Sibel Adali (RPI); Kevin Chan (ARL)

ASONAM 2016

2016-08-18

Individual differences in information processing in
networked decision making

David Hughes (RPI); Sibel Adali (RPI); JinHee Cho (ARL);
Jennifer Mangels (CUNY)

BRIMS 2015

2015-03-13

ChangeDAR: Online Localized Change Detection for Sensor
Data on a Graph

Bryan Hooi (CMU); Leman Akoglu (CMU); Dhivya Eswaran
(CMU); Amritanshu Pandey (CMU); Marko Jereminov (CMU); Larry Pileggi (CMU);
Christos Faloutsos (CMU)

ACM International Conference on Information and Knowledge
Management

2018-10-22

Individual Differences in Information Processing in
Networked Decision Making

David Hughes (RPI); Sibel Adali (RPI); Jennifer Mangels
(CUNY); JinHee Cho (ARL)

Society for the Study of Motivation

2015-05-21

Identifying the social signals that drive online
discussions: A case study of Reddit communities

Benjamin Horne (RPI); Sibel Adali (RPI); Sujoy Sikdar
(RPI)

ICCCN 2017

2017-04-25

A Private and Reliable Recommendation System for Social
Networks

Ryan Hoens (ND); Marina Blanton (ND); Nitesh Chawla (ND)

IEEE PASSAT

2010-08-22

Quality-Aware Traffic Offloading in Wireless Networks

WENJIE HU (PSU); Guohong Cao (PSU)

ACM Mobihoc

2014-09-24

Energy Optimization Through Traffic Aggregation in
Wireless Networks

WENJIE HU (THE PENNSYLVANIA STATE UNIVERSITY); Guohong Cao
(PSU)

IEEE infocom

2014-01-16

Liberal Event Extraction and Event Schema Induction

Lifu Huang (RPI); Taylor Cassidy (ARL); Xiaocheng Feng
(HIT); Heng Ji (RPI); Clare Voss (ARL); Jiawei Han (UIUC); Avirup Sil (IBM)

the 54th Annual Meeting of the Association for Computational
Linguistics (ACL2016)

2017-08-07

Collective Tweet Wikification based on Semi-supervised
Graph Regularization

Hongzhao Huang (RPI); Yunbo Cao (MSRA); Xiaojiang Huang
(MSRA); Heng Ji (RPI); Chin-Yew Lin (MSRA)

the 52nd Annual Meeting of the Association for
Computational Linguistics (ACL2014)

2014-01-16

Mobility-Assisted Energy-Aware User Contact Detection in
Mobile Social Networks

WENJIE HU (THE PENNSYLVANIA STATE UNIVERSITY); Guohong Cao
(PSU); Srikanth Krishnamurthy (UCR); Prasant Mohapatra (UCD)

IEEE International Conference on Distributed Computing
Systems (ICDCS)

2013-04-11

Using Intelligent Agents for Social Sensing Across
Disadvantaged Networks

Reginald Hobbs (ARL); Will Dron (BBN)

First International Workshop on on Social Sensing
(SocialSens 2015)

2015-10-19

Models for Predicting Community-Specific Interest in News
Articles

Sibel Adali (RPI); Benjamin Horne (RPI); Will Dron (BBN)

MILCOM 2018

2018-10-29

Assessing the News Landscape: A Multi-Module Toolkit for
Evaluating the Credibility of News

Sibel Adali (RPI); Sara Khedr (RPI); Will Dron (BBN); Benjamin
Horne (RPI)

WWW Demo Track

2018-04-26

Building Client’s Risk Profile Based on Call Detail
Records

Zala Herga (Jozef Stefan Institute, Jamova 39, Ljubljana,
Slovenia); Casey Doyle (RPI); Caleb Nasman (RPI); Gyorgy Korniss (RPI); Bolek
Szymanski (RPI); Janez Brank (Jozef Stefan Institute, Jamova 39, Ljubljana,
Slovenia); Jan Rupnik (Jozef Stefan Institute, Jamova 39, Ljubljana,
Slovenia); Dunja Mladenic (Jozef Stefan Institute, Jamova 39, Ljubljana,
Slovenia)

Proc. Conference on Data Mining and Data Warehouses (SiKDD
2017), pp. 1-4 October 9, 2017, Ljubljana, Slovenia

2017-10-09

GPOP: Scalable Group-level Popularity Prediction for
Online Content in Social Networks

Minh Hoang (UCSB); Xuan-hong Dang (UCSB); Xiang Wu (Adobe
Systems); Zhenyu Yan (Adobe Systems); Ambuj Singh (UCSB)

International World Wide Web Conference

2016-12-19

GRIDWATCH: Sensor Placement and Anomaly Detection in the
Electrical Grid

Larry Pileggi (CMU); Marko Jereminov (CMU); Amritanshu
Pandey (CMU); Hyun Ah Song (CMU); Dhivya Eswaran (CMU); Bryan Hooi (CMU);
Christos Faloutsos (CMU)

ECML-PKDD

2018-09-01

RolX: Structural Role Extraction & Mining in Large
Graphs

Keith Henderson (Lawrence Livermore National Laboratory);
Brian Gallagher (Lawrence Livermore National Laboratory); Tina Eliassi-Rad
(Rutgers University); Hanghang Tong (IBM); Sugato Basu (Google Research);
Leman Akoglu (CMU); Danai Koutra (CMU); Lei Li (UC Berkeley); Christos
Faloutsos (CMU)

The 18th ACM SIGKDD Conference on Knowledge Discovery and
Data Mining

2012-05-04

Aborting a Message Flowing Through Social Communities

Cindy Hui (RPI); Mark Goldberg (RPI); Malik Magdon-Ismail
(RPI); William Wallace (RPI)

IEEE International Conference on Social Computing
(SocialCom2011)

2011-12-21

Zero-Shot Transfer Learning for Event Extraction

Lifu Huang (RPI); Heng Ji (RPI); Kyunghyun Cho (NYU); Ido
Dagan (Bar-Ilan University); Sebastian Riedel (University College London);
Clare Voss (ARL)

The 56th Annual Meeting of the Association for Computational
Linguistics (ACL2018)

2018-07-16

ALPS: Accurate Landmark Positioning at City Scales

Yitao Hu (USC); Xiaochen Liu (USC); Suman Nath (Microsoft
Research); Ramesh Govindan (USC)

Proc. of Ubicomp 2016

2016-07-21

BEATLEX: Summarizing and Forecasting Time Series with
Patterns

Asim Smailagic (CMU); Shenghua Liu (ICT); Bryan Hooi
(CMU); Christos Faloutsos (CMU)

PKDD

2017-07-24

Rpi blender tac-kbp2015 system description.

Yu Hong (); Di Lu (); Dian Yu (RPI); Xiaoman
Pan (RPI); Xiaobin Wang (); Yadong Chen (); Lifu Huang ();
Heng Ji (RPI)

Text Analysis Conference

2015-11-16

On Exploiting Logical Dependencies for Minimizing Additive
Cost Metrics in Resource-Limited Crowdsensing

Shaohan Hu (UIUC); Shen Li (UIUC); Shuochao Yao (UIUC); Lu
Su (U. Buffalo); Ramesh Govindan (USC); Reginald Hobbs (ARL); Tarek
Abdelzaher (UIUC)

International Conference on Distributed Computing in
Sensor Systems (DCoSS)

2015-06-10

Network Science Experimentation Scale and Composition in a
Virtualized Experimentation Environment

John Hancock (ArtisTech); Kelvin Marcus (ARL)

MILCOM

2015-10-28

Effectiveness of Information Retraction

Cindy Hui (RPI); Malik Magdon-Ismail (RPI); Mark Goldberg
(RPI); William Wallace (RPI)

2011 IEEE 1st International Workshop on Network Science

2011-06-22

LIFO-Backpressure Achieves Near Optimal Utility-Delay
Tradeoff

Longbo Huang (USC); Scott Moeller (USC); Michael Neely
(USC); Bhaskar Krishnamachari (USC)

2011-05-01

Network Signatures from Image representation of Adjacency
matrices: Deep/Transfer Learning for Subgraph classification

Ram Ramanathan (BBN); Malik Magdon-Ismail (RPI); Kshiteesh
Hegde (RPI); Bishal Thapa (BBN)

KDD-MLG

2018-06-08

Clustering, Prominence and Social Network Analysis on
Incomplete Networks

Kshiteesh Hegde (Rensselaer Polytechnic Institute); Malik
Magdon-Ismail (RPI); Bolek Szymanski (RPI); Konstantin Kuzmin (RPI)

Proc. 5th International Workshop on Complex Networks and
their Applications, Nov. 30 – Dec. 02, 2016. Milan, Italy, Studies in
Computational Intelligence Series, Springer, 2017, vol. 693. pp. 423-434.

2016-11-30

Computing Clusters and Prominence From Incomplete Social
Networks

Konstantin Kuzmin (RPI); Bolek Szymanski (RPI); Malik
Magdon-Ismail (RPI); Kshiteesh Hegde (Rensselaer Polytechnic Institute)

Network Science 2016

2016-06-03

Importance of Ties in Information Diffusion

Cindy Hui (RPI); Malik Magdon-Ismail (RPI); William
Wallace (RPI); Mark Goldberg (RPI)

2011-04-19

Utility Optimal Scheduling in Energy Harvesting Networks

Longbo Huang (USC); Michael Neely (USC)

2011-05-01

Why Players Leave: Exploring Major Factors of Quitting
EverQuest II

Yun Huang (NWU); Julia Neidhardt (Vienna University of
Technology); Noshir Contractor (NWU)

INSNA Sunbelt XXXIV

2014-02-20

Expertise in Social Networks: How Do Experts Differ From
Other Users?

Heng Ji (RPI); Jesse Freitas (RPI); Dorit Nevo (RPI);
Benjamin Horne (RPI); Sibel Adali (RPI)

ICWSM 2016

2016-04-30

Dynamics of Human Trust in Recommender Systems

Jason Harman (CMU); John ODonovan (UCSB); Tarek Abdelzaher
(UIUC); Cleotilde Gonzalez (CMU)

ACM Conference on Recommender Systems 2014 (RecSys’14)

2014-05-09

The Socio-monetary Incentives of Online Social Network
Malware Campaigns

Ting-Kai Huang (UCR); Bruno Ribeiro (UMASS); Michalis
Faloutsos (UNM); Harsha Madhyastha (UCR)

COSN 2014

2014-07-28

Olympian: Scheduling GPU Usage in a Deep Neural Network
Model Serving System

Ramesh Govindan (USC); Bongjun Ko (IBM); Swati Rallapalli
(IBM); Yitao Hu (University of Southern California)

Middleware 2018

2018-05-18

“An Analysis of Socware Cascades in Online Social
Networks”

Ting-Kai Huang (UCR); MD Sazzadur Rahman (UCR); Harsha V.
Madhyastha (UCR); Michalis Faloutsos (UCR); Bruno Ribeiro (UMASS)

WWW 2013

2013-05-15

Structural and Collaborative Properties of Team Science
Networks

Minh Hoang (UCSB); Ram Ramanathan (BBN); Terrence Moore
(ARL); Ananthram Swami (ARL)

4th International Workshop on Business Applicatoins of
Social Network Analysis (BASNA) 2013, co-lcated w/ IEEE/ACM ASONAM 2013

2013-05-22

Structure and Evolution of Missed Collaborations in Large Networks

Minh Hoang (UCSB); Ram Ramanathan (BBN); Ambuj Singh
(UCSB)

IEEE NetSciComm 2014

2014-05-02

Macau: A Basis for Evaluating Reputation Systems

Chris Hazard (NCSU); Munindar Singh (NCSU)

Proceedings of the International Joint Conference on
Artificial Intelligence (IJCAI), 2013

2013-04-17

Impact of Socially Based Demand on the Efficiency of
Caching Strategy

Buster Holzbauer (RPI); Bolek Szymanski (RPI); Eyuphan Bulut
(RPI)

The 6th International Workshop on Information Quality and
Quality of Service for Pervasive Computing, IEEE Percom, 2014, Budapest,
Hungary, March 24-28, 2014, IEEE Press, pp. 401-406.

2014-03-24

Improving Slot Filling Performance with Attentive Neural
Networks on Dependency Structures

Radu Florian (IBM T.J. Watson Research Center); Heng Ji
(RPI); Avirup Sil (IBM T.J. Watson Research Center); Lifu Huang (RPI)

Conference on Empirical Methods in Natural Language
Processing

2017-06-30

Social Ties as Predictors of Economic Development

Buster Holzbauer (RPI); Bolek Szymanski (RPI); Tommy
Nguyen (RPI); Alex Pentland (MIT)

In Advances in Network Science, A. Wierzbicki, U. Brandes,
F. Schweitzer, edts,
Proc. Int. Conf. NetSci-X 2016, Wroclaw, Ploand, Jan
11-13, 2016, 
Lecture Notes in Computer Science, col. 5964, 2016, Berlin, pp.
178-185.

2016-01-04

Education, Learning and Information Theory

Bryan Hooi (CMU); Hyun Ah Song (CMU); Evangelos
Papalexakis (CMU); Rakesh Agrawal (Data Insights Laboratories); Christos
Faloutsos (CMU)

ICDM workshop on data mining for educational assessment
and feedback

2015-12-14

Matrices, Compression, Learning Curves: formulation, and
the GROUPNTEACH algorithms

Bryan Hooi (Carnegie Mellon University); Hyun Ah Song
(Carnegie Mellon University); Evangelos Papalexakis (Carnegie Mellon
University); Rakesh Agrawal (Data Insights Laboratories); Christos Faloutsos
(Carnegie Mellon University)

Advances in Knowledge Discovery and Data Mining. PAKDD
2016

2016-04-12

Matrices, Compression, and Learning Curves: GroupNTeach,
formulation, and algorithms

Bryan Hooi (CMU); Hyun Ah Song (CMU); Evangelos
Papalexakis (CMU); Rakesh Agrawal (Data Insights Laboratory); Christos
Faloutsos (CMU)

Pacific Asia Knowledge Discovery and Data Mining
Conference (PAKDD) 2016

2016-04-19

StreamCast: Fast and Online Mining of Power Grid Time
Sequences

Bryan Hooi (CMU); Hyun Ah Song (CMU); Amritanshu Pandey
(CMU); Marko Jereminov (CMU); Larry Pileggi (CMU); Christos Faloutsos (CMU)

SIAM International Conference on Data Mining

2018-05-02

GenDeR: A Generic Diversified Ranking Algorithm

Jingrui He (IBM); Hanghang Tong (IBM); Qiaozhu Mei (U.
Michigen); Bolek Szymanski (RPI)

Proc. Neural Information Processing Systems Conference and
Workshop, NIPS 25, in Advances in Neural Information Processing Systems,
December 3-6, Lake Tahoe, NV, pp. 1151-1159

2012-12-06

Distributed Representations of Expertise

Fangqiu Han (UCSB); shulong tan (UCSB); Huan Sun (UCSB);
Mudhakar Srivatsa (IBM); Xifeng Yan (UCSB)

SIAM Data Mining 2016

2015-10-16

Information Cascades in Social Media in Response to a
Crisis: a Preliminary Model and a Case Study

Cindy Hui (RPI); Yulia Tyshchuk (RPI); William Wallace
(RPI); Malik Magdon-Ismail (RPI); Mark Goldberg (RPI)

Proc. 1st International Workshop on Social Web in Disaster
Management Workshop at World Wide Web

2012-04-17

Network vs Market Relations: The Effect of Friends in
Crowdfunding

Emőke-Ágnes Horvát (NWU); Jayaram Uparna (NWU); Brian Uzzi
(NWU)

ASONAM 2015

2015-08-25

Market vs network relations: The role of friends in
crowdfunding

Emőke-Ágnes Horvat (NWU); Jayaram Uparna (NWU); Brian Uzzi
(NWU)

NetSci 2015

2015-06-02

Market vs. network relations: The role of friends in the
early stages of bidding in crowdfunding

Agnes Horvat (NWU); Jay Uparna (NWU); Brian Uzzi (NWU)

Computational Social Science Summit

2015-05-16

Mining Latent Entity Structures from Massive Unstructured
and Interconnected Data

Jiawei Han (UIUC); Chi Wang (UIUC)

(Conference Tutorial), Proc. of 2014 ACM SIGMOD Int. Conf.
on Management of Data (SIGMOD’14)

2014-06-23

RPI-Soochow KBP2014 System Description

Yu Hong (Rensselaer Polytechnic Institute); Xiaobin Wang
(Soochow University); Yadong Chen (Soochow University); Jian Wang (Soochow
University); Tongtao Zhang (Rensselaer Polytechnic Institute); Jin Zheng
(Rensselaer Polytechnic Institute); Dian Yu (Rensselaer Polytechnic
Institute); Qi Li (CUNY); Boliang Zhang (Rensselaer Polytechnic Institute);
Han Wang (Rensselaer Polytechnic Institute); Xiaoman Pan (Rensselaer
Polytechnic Institute); Heng Ji (RPI)

Text Analysis Conference 2014

2014-11-01

Bringing Structure to Text: Mining Phrases, Entities,
Topics, and Hierarchies

Jiawei Han (UIUC); Chi Wang (UIUC); Ahmed El-Kishky (UIUC)

(conference tutorial), 2014 ACM SIGKDD Int. Conf. on
Knowledge Discovery and Data Mining (KDD’14)

2014-08-24

Resolving Entity Morphs in Censored Data

Hongzhao Huang (CUNY); Zhen Wen (IBM); Dian Yu (CUNY);
Heng Ji (CUNY); Yizhou Sun (UIUC); Jiawei Han (UIUC)

Proc. the 51st Annual Meeting of the Association for
Computational Linguistics (ACL2013)

2013-04-13

Functional or Social? Exploring Teams in Online Games

Yun Huang (Northwestern University); Wenyue Ye
(Northwestern University); Nicholas Bennett (Northwestern University); Noshir
Contractor (NWU)

CSCW 2013

2013-02-25

Data Acquisition for Real-time Decision-making under Freshness
Constraints

Shaohan Hu (UIUC); Shuochao Yao (UIUC); Haiming Jin
(UIUC); Yiran Zhao (UIUC); Yitao Hu (USC); Xiaochen Liu (USC); Nooreddin
Naghibolhosseini (CUNY); Shen Li (UIUC); Akash Kapoor (UIUC); Will Dron
(BBN); Lu Su (SUNY Buffalo); Amotz Bar-Noy (CUNY); Pedro Szekely (USC);
Ramesh Govindan (USC); Reginald Hobbs (ARL); Tarek Abdelzaher (UIUC)

IEEE Real-Time Systems Symposium (RTSS 2015)

2015-07-15

Tweet Ranking based on Heterogenous Networks

Hongzhao Huang (CUNY); Arkaitz Zubiaga (CUNY); Heng Ji
(CUNY); Dong Wang (UIUC); Hieu Le (University of Illinois at Urbana Champai);
Tarek Abdelzaher (UIUC); Hongbo Deng (UIUC); Jiawei Han (UIUC); Alice Leung
(BBN); John Hancock (ArtisTech); Clare Voss (ARL)

COLING2012

2012-04-25

Toward Automatic Task Design: A Progress Report

Eric Huang (Harvard); Haoqi Zhang (Harvard); David Parkes
(Harvard); Krzyszstof Gajos (Harvard); Yiling Chen (Harvard)

KDD-HCOMP’10

2010-07-14

“Profiling-by-Association: A Resilient Traffic
Profiling Solution for the Internet Backbone.”

Marios Iliofotou (UCR); B. Gallagher (LLNL); Tina
Eliassi-Rad (Rutgers); Guowu Xie (UCR); Michalis Faloutsos (UCR)

ACM CONEXT

2010-11-30

Real-time Capacity of Networked Data Fusion

Forrest Iandola (UIUC); Fatemeh Saremi (UIUC); Tarek
Abdelzaher (UIUC); Praveen Jayachandran (IBM Research); Aylin Yener (PSU)

Fusion 2011

2011-04-21

A general suspiciousness metric for dense blocks in
multimodal data

Meng Jiang (Tsinghua University, Beijing, China); Alex
Beutel (CMU); Peng Cui (Tsinghua University, Beijing, China); Bryan Hooi
(CMU); Shiqiang Yang (Tsinghua University, Beijing, China); Christos
Faloutsos (CMU)

2015 IEEE International Conference on Data Mining (ICDM)

2015-11-14

Brokerage and Closure in A Strategic Model of Social
Capital

Sam Johnson (UCD); Raissa DSouza (UCD)

32nd ACM Symposium on Principles of Distributed Computing

2013-07-20

Local Environment Richness and Intergroup Interaction
Influence Information Interdependence

Gahyun Jeon (NWU); Leslie DeChurch (Georgia Tech);
R.T.A.J. Leenders (Tilsburg University); Noshir Contractor (NWU)

Society for Industrial and Organizational Psychology
Conference (SIOP)

2015-09-30

CatchTartan: Representing and Summarizing Dynamic
Multicontextual Behaviors

Christos Faloutsos (CMU); Meng Jiang (University of
Illinois); Jiawei Han (UIUC)

Proc. of 2016 ACM SIGKDD Conf. on Knowledge Discovery and
Data Mining (KDD’16)

2016-08-16

On the Duration and Intensity of Competitions in Nonlinear
Pólya Urn Processes with Fitness

Bo Jiang (UMASS); Daniel Figueiredo (UFRJ); Bruno Ribeiro
(Purdue); Don Towsley (UMASS)

ACM SIGMETRICS

2016-06-15

Strategic Seeding of Rival Opinions

Raissa DSouza (UCD); Jemin George (ARL); Samuel Johnson
(UCD)

GAMENETS 2016

2016-05-11

Spatiotemporal Periodical Pattern Mining in Traffic Data

Tanvi Jindal (UIUC); Prasanna Giridhar (UIUC); Lu-An Tang
(UIUC); Jun Li (UIUC); Jiawei Han (UIUC)

Proc. of 2013 ACM SIGKDD Int. Workshop on Urban Computing
(UrbComp’13)

2013-08-11

Visual Cube and On-Line Analytical Processing of Images

Xin Jin (UIUC); Jiawei Han (UIUC); Liangliang Cao (UIUC);
Jiebo Luo (Eastman Kodak Company); Bolin Ding (UIUC); Cindy Lin (UIUC)

Proc. 2010 ACM Int. Conf. on Information and Knowledge
Management (CIKM’10)

2010-10-26

Ranking-Based Classification of Heterogeneous Information
Networks

Ming Ji (UIUC); Jiawei Han (UIUC); Marina Danilevsky
(UIUC)

Proc. 2011 ACM SIGKDD Conf. on Knowledge Discovery and
Data Mining

2011-08-21

A Variance Minimization Criterion to Active Learning on
Graphs

Ming Ji (UIUC); Xiaofei He (Zhejiang University); Jiawei
Han (UIUC)

Proc. 2012 Int. Conf. on Artificial Intelligence and
Statistics (AISTAT’12)

2012-01-01

Towards a Query-by-Example System for Knowledge Graphs

Nandish Jayaram (UT Arlington); Arijit Khan (UCSB);
Chengkai Li (UT Arlington); Xifeng Yan (UCSB); Ramez Elmasri (UT Arlington)

Graph Data-management Experiences & Systems (GRADES’14)

2014-06-22

Gender and Animacy Knowledge Discovery from Web-Scale
N-Grams for Unsupervised Person Mention Detection

Dekang Lin (Google); Heng Ji (RPI)

23rd Pacific Asia Conference on Language, Information and
Computation

2009-12-03

Parallel Field Ranking

Ming Ji (UIUC); Binbin Lin (Zhejiang University); Xiaofei
He (Zhejiang University); Deng Cai (Zhejiang University); Jiawei Han (UIUC)

Proc. of 2012 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’12)

2012-05-04

SocialSpamGuard: A Data Mining-Based Spam Detection System
for Social Media Networks

Xin Jin (UIUC); Cindy Lin (UIUC); Jiebo Luo (Kodak
Research Laboratories); Jiawei Han (UIUC)

VLDB 2011

2011-08-29

A Model for Augmenting Trust Management using
Argumentation

Sharmin Jalal (UCD); Karl Levitt (UCD); Jeff Rowe (UCD);
Elizabeth Sklar (CUNY); Simon Parsons (CUNY)

Proceedings of the 15th International Workshop on Trust in
Agent Societies

2012-06-05

Operational Information Content Capacity

Matthew Johnson (PSU); Thomas La Porta (PSU); Aylin Yener
(PSU); Ramesh Govindan (USC); Kostas Psounis (USC); Ram Ramanathan (Raytheon
BBN Technologies)

Proc. of SPIE Defense, Security, and Sensing Ground/Air
Multisensor Interoperability, Integration, and Networking for Persistent ISR
II, April, 2011.

2011-04-12

Overview of TAC-KBP2016 Tri-lingual EDL and Its Impact on
End-to-End KBP

Heng Ji (RPI); Joel Nothman (University of Sydney); Hoa
Dang (National Institute of Standards and Technology)

Text Analysis Conference (TAC2016)

2016-11-14

Overview of tac-kbp2015 tri-lingual entity discovery and
linking

Heng Ji (RPI); Joel Nothman (University of Melbourne); Ben
Hachei (University of Sidney); Radu Florian (IBM)

Proceedings of the Eighth Text Analysis Conference

2015-11-16

Overview of TAC-KBP2017 13 Languages Entity Discovery and
Linking

Cash Costello (JHU); Paul McNamee (JHU); James Mayfield
(JHU); Joel Nothman (University of Sydney); Boliang Zhang (RPI); Xiaoman Pan
(RPI); Heng Ji (RPI)

Text Analysis Conference

2017-11-13

Experts’ Retrieval with Multiword-Enhanced Author Topic
Model

Nikhil Johri (UIUC); Dan Roth (UIUC); Yuancheng Tu (UIUC)

2010-06-04

Patent Maintenance Recommendation with Patent Information
Network Model

Xin Jin (UIUC); Scott Spangler (IBM Almaden Research
Center); Ying Chen (IBM Almaden Research Center); Keke Cai (IBM China
Research Lab); Rui Ma (IBM China Research Lab); Li Zhang (IBM China Research
Lab); Xian Wu (IBM China Research Lab); Jiawei Han (UIUC)

Proc. 2011 IEEE Int. Conf. on Data Mining (ICDM’11)

2011-12-11

MetaPAD: Meta Pattern Discovery from Massive Text Corpora

Jiawei Han (UIUC); Timothy Hanratty (ARL); Lance Kaplan
(ARL); Xiang Ren (University of Illinois at Urbana-Champai); Taylor Cassidy
(ARL); Jingbo Shang (University of Illinois, Urbana-Champaign); Meng Jiang
(UIUC)

Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’17)

2017-08-07

Graph Regularized Transductive Classification on
Heterogeneous Information Networks

Ming Ji (UIUC); Yizhou Sun (UIUC); Marina Danilevsky
(UIUC); Jiawei Han (UIUC); Jing Gao (UIUC)

Proc. 2010 European Conf. on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD’10)

2010-09-20

Community Cores: Removing Size Bias from Community
Detection.

Isaac Jones (ASU); Ran Wang (ASU); Jiawei Han (UIUC); Huan
Liu (ASU)

ICWSM-16

2016-01-05

LikeMiner: A System for Mining the Power of ‘Like’ in
Social Media Networks

Xin Jin (UIUC); Chi Wang (UIUC); Jiebo Luo (Kodak Research
Laboratories); Xiao Yu (UIUC); Jiawei Han (UIUC)

KDD 2011

2011-08-21

MediaScope: Selective On-Demand Media Retrieval from
Mobile Devices

Yurong Jiang (USC); Xu Xing (USC); Peter Terlecky (CUNY);
Tarek Abdelzaher (UIUC); Amotz Bar-Noy (CUNY); Ramesh Govindan (USC)

Proc. IEEE IPSN

2013-04-08

Learning Search Tasks in Queries and Web Pages via Graph
Regularization

Ming Ji (UIUC); Jun Yan (Microsoft Research Asia); Siyu Gu
(Beijing Institute of Technology); Jiawei Han (UIUC); Wei Zhang (Microsoft
Research, Redmond); Zheng Chen (Microsoft Research Asia)

The 34th Annual ACM SIGIR Conference on Research &
Development in Information Retrieval (SIGIR’11)

2011-07-24

A Simple Algorithm for Semi-supervised Learning with
Improved Generalization Error Bound

Ming Ji (UIUC); Tianbao Yang (MSU); Binbin Lin (Zhejiang
University); Rong Jin (MSU); Jiawei Han (UIUC)

Proc. of 2012 Int. Conf. on Machine Learning (ICML’12)

2012-06-25

Chengyu Cloze Test

Lifu Huang (RPI); Boliang Zhang (RPI); Zhiying Jiang
(RPI); Heng Ji (RPI)

NAACL-HLT2018 Workshop on Innovative Use of NLP for
Building Educational Applications

2018-06-01

Query-friendly compression of graph streams

Arijit Khan (Nanyang Technological University); Charu
Aggarwal (IBM T. J. Watson Research Center)

2016 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM)

2016-08-18

A Model of Trust, Moods, and Emotions in Multiagent
Systems and its Empirical Evaluation

Anup Kalia (NCU); Nirav Ajmeri (NCU); Kevin Chan (ARL);
JinHee Cho (ARL); Sibel Adali (RPI); Munindar Singh (NCSU)

Proceedings of the 16th AAMAS Workshop on Trust in Agent
Societies (Trust)

2014-04-02

DustDoctor: A Self-Healing Sensor Data Collection System

Mohammad Maifi Khan (UIUC); Hossein Ahmadi (UIUC);
Gulustan Dogan (CUNY); Kannan Govindan (UCD); Raghu Ganti (IBM); Ted Brown
(CUNY); Jiawei Han (UIUC); Prasant Mohapatra (UCD); Tarek Abdelzaher (UIUC)

IPSN Demo 2011

2011-03-31

NEST: Efficient Transport of Data Summaries over Named
Data Networks

Lance Kaplan (ARL); Tarek Abdelzaher (UIUC); Srikanth
Krishnamurthy (UCR); Azeem Aqil (UCR); Karim Khalil (UCR)

IFIP Networking Conference (IFIP)

2018-05-14

Sporadic Decision-centric Data Scheduling with
Normally-off Sensors

Amotz Bar-Noy (CUNY); Lui Sha (UIUC); Tarek Abdelzaher
(UIUC); Jung-Eun Kim (UIUC); Reginald Hobbs (ARL)

IEEE Real-time Systems Symposium

2016-12-05

On Maximizing Quality of Information for the Internet of
Things: A Real-time Scheduling Perspective

Jung-Eun Kim (UIUC); Tarek Abdelzaher (UIUC); Lui Sha
(UIUC); Amotz Bar-Noy (CUNY); Reginald Hobbs (ARL); Will Dron (BBN)

22nd IEEE International Conference on Embedded and
Real-time Computing Systems and Applications (RTCSA)

2016-08-23

Mapping Gold Farming Back to Offline Clandestine
Organizations: Methodological, Theoretical, and Ethical Challenges

Brian Keegan (NWU); Muhammad Ahmad (UMN); Dmitri Williams
(USC); Jaideep Srivastava (UMN)

Game Behind the Game

2011-03-31

Exploiting social media for Army operations: Syrian civil
war use case

Sue Kase (ARL); Elizabeth Bowman (ARL); Md Tanvir Amin
(UIUC); Tarek Abdelzaher (UIUC)

SPIE Defense, Security, and Sensing

2014-05-09

Efficient Mining of Top Correlated Patterns Based on
Null-Invariant Measures

Sangkyum Kim (UIUC); Marina Barsky (SFU); Jiawei Han (UIUC)

ECMLPKDD 2011

2011-09-05

Determining Team Hierarchy from Broadcast Communications

Anup Kalia (NCU); Norbou Buchler (ARL); Diane Ungvarsky
(ARL); Ramesh Govindan (USC); Munindar Singh (NCSU)

6th International Conference on Social Informatics
(SocInfo)

2014-08-09

Prior Knowledge Driven Domain Adaptation

Gourab Kundu (UIUC); Ming-Wei Chang (UIUC); Dan Roth
(UIUC)

2011-07-02

Approximating Sparse PCA from Incomplete Data

Abhisek Kundu (RPI); Petros Drineas (RPI); Malik
Magdon-Ismail (RPI)

NIPS

2016-01-15

Fault-tolerant Concept Detection in Information Networks

Tobias Koetter (Carnegie Mellon Unversity); Stephan Gu
̈nnemann (Carnegie Mellon University); Michael Berthold (University of
Kostanz); Christos Faloutsos (Carnegie Mellon University)

PAKDD 2014

2014-05-13

REV2: Fraudulent User Prediction in Rating Platforms

Srijan Kumar (Stanford University); Bryan Hooi (CMU); Disha
Makhija (Flipkart, india); Mohit Kumar (Flipkart, india); Christos Faloutsos
(CMU); VS Subrahmanian (Dartmouth College)

Proceedings
of 11th ACM International Conf. on Web Search and Data Mining (WSDM 2018)

2018-02-15

The Full Story: Automatic detection of unique news content
in Microblogs

Byungkyu Kang (UCSB); Tobias Hollerer (UCSB); John
ODonovan (UCSB)

ASONAM: The 2015 IEEE/ACM International Conference on
Advances in Social Networks Analysis and Mining

2015-08-25

Believe it or Not? Analyzing Information Credibility in
Microblogs

Byungkyu Kang (UCSB); Tobias Hollerer (UCSB); John
ODonovan (UCSB)

ASONAM: The 2015 IEEE/ACM International Conference on
Advances in Social Networks Analysis and Mining

2015-08-25

What am I not seeing? An Interactive Approach to Social
Content Discovery in Microblogs

John ODonovan (UCSB); Tobias Hollerer (UCSB); Byungkyu
Kang (UCSB)

International conference on Social Information: SocInfo
2016

2016-10-20

TOPTRAC: Topical Trajectory Pattern Mining

Younghoon Kim (Hanyang University); Jiawei Han (UIUC);
Cangzhou Yuan (Beihang University)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Volunteer Science: Behavioral Experiments of Networks with
Facebook Users

Brian Keegan (NEU); Ceyhun Karbeyaz (NEU); Waleed Meleis
(NEU); David Lazer (NEU)

International Conference on Network Science.

2013-06-06

Authorship Classification: A Discriminative Syntactic Tree
Mining Approach

Sangkyum Kim (UIUC); Hyungsul Kim (UIUC); Timothy Weninger
(UIUC); Jiawei Han (UIUC); Hyun Duk Kim (UIUC)

The 34th Annual ACM SIGIR Conference on Research & Development
in Information Retrieval (SIGIR’11)

2011-07-24

Volunteer Science: Online Behavioral Experiments Using
Facebook as a Subject Pool

Brian Keegan (NEU); Ceyhun Karbeyaz (NEU); Meleis Waleed
(NEU); David Lazer (NEU)

International Network of Social Network Analysts Annual
Sunbelt Convention

2013-05-25

TweetProbe: A Real-Time Microblog Stream Visualization
Framework

Byungkyu Kang (UCSB); George Legrady (UCSB); Tobias
Hollerer (UCSB)

IEEE VIS Arts Program (VISAP), IEEE VisWeek 2013

2013-10-16

On Predicting Social Unrest Using Social Media

Rostyslav Korolov (RPI); Di Lu (RPI); Jingjing Wang
(UIUC); Guangyu Zhou (UIUC); Claire Bonial (ARL); Clare Voss (ARL); Lance
Kaplan (ARL); William Wallace (RPI); Jiawei Han (UIUC); Heng Ji (RPI)

The 2016 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM – 2016)

2016-08-19

Neighborhood Based Fast Graph Search in Large Networks

Arijit Khan (UCSB); Nan Li (UCSB); Xifeng Yan (UCSB); Ziyu
Guan (UCSB); Supriyo Chakraborty (UCLA); Shu Tao (IBM T. J. Watson)

SIGMOD 2011

2011-02-18

A Cross-Cultural Analysis of Explanations for Product
Reviews

Byungkyu Kang (UCSB); Shinsuke Nakajima (UCSB); Tobias
Hollerer (UCSB); John ODonovan (UCSB)

ACM International Conference on Recommender Systems
(RecSys2016)

2016-04-20

Inspectability and Control in Social Recommenders

Bart Knijnenburg (UC Irvine); John O\\\\\\\’Donovan
(UCSB); Svetlin Bostandjiev (UCSB); Alfred Kobsa (UC Irvine)

ACM International Conference on Recommender Systems
(RecSys’12)

2012-09-12

Modeling Topic Specific Credibility in Twitter

Byungkyu Kang (UCSB); John ODonovan (UCSB); Tobias
Hollerer (UCSB)

Intelligent User Interfaces (IUI) 2012

2012-01-13

Apollo: Towards Factfinding in Participatory Sensing

Jiawei Han (UIUC); Tarek Abdelzaher (UIUC); Yizhou Sun
(UIUC); Manish Gupta (UIUC); Hossein Ahmadi (UIUC); Jeff Pasternack (UIUC);
Hieu Khac Le (UIUC); Dan Roth (UIUC)

Proc. International Conference on Information Processing
in Sensor Networks

2011-10-14

TensorSplat: Spotting Latent Anomalies in Time

Danai Koutra (CMU); Evangelos Papalexakis (CMU); Christos
Faloutsos (CMU)

PCI (16th Panhellenic Conference on Informatics with
international participation)

2012-06-20

GigaTensor: Scaling Tensor Analysis Up By 100 Times -
Algorithms and Discoveries

U Kang (CMU); Evangelos Papalexakis (CMU); Abhay Harpale
(CMU); Christos Faloutsos (CMU)

KDD 2012

2012-05-04

Actions Are Louder than Words in Social Media

Rostyslav Korolov (RPI); Justin Peabody (WUSTL); Allen
Lavoie (WUSTL); Sanmay Das (WUSTL); Malik Magdon-Ismail (RPI); William
Wallace (RPI)

The 2015 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining ASONAM 2015

2015-08-27

Centralities in Large Networks: Algorithms and
Observations

U Kang (CMU); Spiros Papadimitriou (Google); Jimeng Sun
(IBM); Hanghang Tong (IBM)

SDM 2011

2013-06-12

Adapting Text Instead of the Model : An Open Domain
Approach

Gourab Kundu (UIUC); Dan Roth (UIUC)

2011-06-24

Disrupted Adaptive Routing: Gossip-Based Routing in
Delay-Tolerant Networks

Bakul Khanna (BBN); Jason Redi (BBN); Prithwish Basu
(BBN); Ram Ramanathan (BBN)

MILCOM

2013-11-18

Slinky: An Adaptive Protocol for Content Access in
Disruption-Tolerant Ad Hoc Networks

Vikas Kawadia (Raytheon BBN Technologies); Niky Riga
(Raytheon BBN Technologies); Jeff Opper (Raytheon BBN Technologies);
Dhananjay Sampath (Juniper Networks)

International Workshop on Tactical Mobile Ad Hoc
Networking

2011-05-16

Constrained Conditional Models for Information Fusion

Gourab Kundu (UIUC); Dan Roth (UIUC); Rajhans Samdani
(UIUC)

2011-07-04

Semantic Frame-Based Representation of Documents: An
Information Network Approach

Hyungsul Kim (UIUC); Xiang Ren (UIUC); Yizhou Sun (UIUC);
Chi Wang (UIUC); Jiawei Han (UIUC)

Proc. 2013 IEEE Int. Conf.on Data Mining (ICDM’13)

2013-12-07

ETM: Entity Topic Models for Mining Documents Associated
with Entities

Hyungsul Kim (UIUC); Yizhou Sun (UIUC); Julia Hockenmaier
(UIUC); Jiawei Han (UIUC)

Proc. of 2012 IEEE Int. Conf. on Data Mining (ICDM’12)

2012-12-11

User Preferences for Hybrid Explanations

Lise Getoor (UCSC); Pigi Kouki (UC Santa Cruz); James
Schaffer (ARL); John ODonovan (UCSB)

ACM International Conference on Recommender Systems

2017-04-05

An Online, Decentralized Algorithm for Detecting
Communities in Time Evolving Networks

Vikas Kawadia (Raytheon BBN Technologies); Sameet
Sreenivasan (RPI); Saurav Pandit (ND)

Network Science Conference

2011-04-27

Parallel Overlapping Community Detection with SLPA

Konstantin Kuzmin (RPI); Syed Shah (RPI); Bolek Szymanski
(RPI)

Proc. IEEE Social Computing Conference, Washington DC,
September 8-14, 2013, pp. 202-212

2013-10-15

Weighted Node Degree Centrality for Hypergraphs

Komal Kapoor (UMN); Dhruv Sharma (UMN); Jaideep Srivastava
(UMN)

2013 IEEE 2nd International Workshop on Network Science

2013-05-01

Find Skyline Nodes in Large Networks

Arijit Khan (UCSB); Vishwakarma Singh (UCSB); Jian Wu
(Zhejiang Univ.)

The 3rd International Workshop on Graph Data Management:
Techniques and Applications (with ICDE 2012)

2011-12-06

Unsupervised Concept Categorization and Extraction from
Scientific Document Titles

Adit Krishnan (UIUC); Aravind Sankar (UIUC); Shi Zhi
(UIUC); Jiawei Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Information and Knowledge
Management (CIKM’17)

2017-11-06

DELTACON: Measuring Connectivity Differences in Large
Networks

Danai Koutra (Carnegie Mellon University); Joshua
Vogelstein (Johns Hopkins Univesity); Christos Faloutsos (Carnegie Mellon
University)

SDM 2013

2013-05-02

Visual graph query formulation and exploration: A new
perspective on information retrieval at the edge

Sue Kase (ARL); Michelle Vanni (ARL); Joanne Knight
(CERDEC); Yu Su (UCSB); Xifeng Yan (UCSB)

SPIE

2016-04-05

Emerging Graph Queries In Linked Data

Arijit Khan (UCSB); Yinghui Wu (University of Calinfornia
Santa Barbara); Xifeng Yan (UCSB)

ICDE 2012: IEEE International Conference on Data
Engineering

2011-10-13

Estimating Trust from Agents’ Interactions via Commitments

Anup Kalia (NCU); Zhe Zhang (NCSU); Munindar Singh (NCSU)

Proceedings of the 21st European Conference on Artificial
Intelligence (ECAI)

2014-05-26

Query-Based Outlier Detection in Heterogeneous Information
Networks

Jonathan Kuck (UIUC); Honglei Zhuang (UIUC); Xifeng Yan
(UCSB); Hasan Cam (ARL); Jiawei Han (UIUC)

Proc. of 2015 Int. Conf. on Extending Database Technology
(EDBT’15)

2015-03-23

Rational Choice and Barriers To Exponential Complexity In
Social Optimization Computations Under Uncertainty

Chjan Lim (RPI)

IEEE SocialCom 2011

2011-08-15

Espresso: A Data Naming Service for Self-summarizing
Transport

Jongdeog Lee (UIUC); Md Tanvir Amin (UIUC); Tarek
Abdelzaher (UIUC)

IEEE International Conference on Sensing, Communication
and Networking (SECON)

2017-06-12

On Integrating Network and Community Discovery

Jialu Liu (UIUC); Charu Aggarwal (IBM); Jiawei Han (UIUC)

Proc. of 2015 Int. Conf. on Web Search and Data Mining
(WSDM’15)

2015-01-26

Joint Inference for Cross-document Information Extraction

Qi Li (CUNY); Sam Anzaroot (CUNY); Wen-Pin Lin (CUNY);
Xiang Li (CUNY); Heng Ji (CUNY)

Proc. CIKM2011

2011-10-24

On Tracking Realistic Targets in a Megacity with Contested
Domain Access

Will Dron (BBN); Reginald Hobbs (ARL); Niranjan Suri
(ARL); Kelvin Marcus (ARL); Ramesh Govindan (USC); Tarek Abdelzaher (UIUC);
Hang Qiu (USC); Jongdeog Lee (UIUC)

MILCOM 2018

2018-10-29

Assigning Teams to Tasks Under Time-Varying Coordination
Costs

Prithwish Basu (BBN); Yuan Li (NWU)

MILCOM 2017

2017-08-31

Network Effects on Tweeting

Jake Lussier (ND); Nitesh Chawla (ND)

14th International Conference on Discovery Science

2011-10-05

DisNet: A Framework for Distributed Graph Computation

Ryan Lichtenwalter (University of Notre Dame); Nitesh
Chawla (ND)

ACM/IEEE International Conference on Advances in Social
Networks Analysis and Mining

2011-07-25

Link Prediction: Fair and effective evaluation

Ryan Lichtenwalter (ND); Nitesh Chawla (ND)

IEEE/ACM International Conference on Social Networks
Analysis and Mining

2012-08-26

Vertex Collocation Profiles: Subgraph Counting for Link
Analysis and Prediction

Ryan Lichtenwalter (ND); Nitesh Chawla (ND)

Proc. of 21st International Confernence on World Wide Web
(WWW) Conference

2012-04-15

Community Detection in Weighted Networks: Algorithms and
Applications

Zongqing Lu (Pennsylvania State Universtiy); Guohong Cao
(PSU)

IEEE International Conference on Pervasive Computing and
Comunications (Percom)

2013-04-02

Combining Social Cognitive Theories with Linguistic
Features for Multi-genre Sentiment Analysis

Hao Li (CUNY); Yu Chen (CUNY); Heng Ji (CUNY); Smaranda
Muresan (Rutgers)

PACLIC2012

2012-04-25

Networking Smartphones for Disaster Recovery

Zongqing Lu (PSU); Guohong Cao (PSU); Thomas LaPorta (PSU)

IEEE PerCom 2016

2015-12-06

A Computing Platform for Video Crowdprocessing Using Deep
Learning

Zongqing Lu (PSU); Kevin Chan (ARL); Thomas LaPorta (PSU)

IEEE INFOCOM

2017-11-29

Robust Multi-Network Clustering via Joint Cross-Domain
Cluster Alignment

Rui Liu (Case Western Reserve University); Wei Cheng
(Univ. of North Carolina at Chapel Hill); Hanghang Tong (Univ. of North
Carolina at Chapel Hill)

2015 IEEE International Conference on Data Mining

2015-11-14

On-demand Video Processing in Wireless Networks

Zongqing Lu (PSU); Kevin Chan (ARL); Rahul Urgaonkar
(IBM); Thomas LaPorta (PSU)

IEEE ICNP 2016

2016-11-10

Platforms for Non-speakers Annotating Names in Any
Language

James Mayfield (JHU); Heng Ji (RPI); Di Lu (RPI); Boliang
Zhang (RPI); Cash Costello (JHU); Ying Lin (RPI); Paul McNamee (JHU)

ACL2018 Demo Track

2018-07-17

Utility-Driven Energy-Aware In-Network Processing Protocol
for WSNs

Thomas La Porta (PSU); Sharanya Eswaran (Telcordia);
Archan Misra (Telcordia); James Edward (PSU)

Proc. Of Army Science Conference, 2010.

2011-04-12

On-demand Information Retrieval from Videos Using Deep
Learning in Wireless Networks

Zongqing Lu (PSU); Noor Felemban (PSU); Kevin Chan (ARL);
Thomas LaPorta (PSU)

IOTDI 2017

2017-04-18

Alternate Reality Game Training for Leadership Education

Ethan Mollick (UPenn); Lisa Scott (ARL); William Ferguson
(BBN); Alice Leung (BBN)

Interservice/Industry Training, Simulation, and Education
Conference (I/ITSEC)

2016-11-30

A network-assisted co-clustering algorithm to discover
cancer subtypes based on gene expression

Yiyi Liu (UIUC); Quanquan Gu (UIUC); Jack P Hou (UIUC);
Jiawei Han (UIUC); Jian Ma (UIUC)

BMC Bioinformatics 2014

2014-02-01

When Twitter meets Foursquare: Tweet Location Prediction
using Foursquare

Kisung Lee (Georgia Tech); Raghu Ganti (IBM); Mudhakar
Srivatsa (IBM)

MobiQuitous 2014

2014-12-02

Pyro: Spatial-Temporal Data Store for High Resolution
Geometry Queries

Shen Li (UIUC); Raghu Ganti (IBM); Mudhakar Srivatsa
(IBM); Tarek Abdelzaher (UIUC)

USENIX Annual Technical Conference

2015-01-02

Stark: Optimizing In-Memory Computing For Dynamic Dataset
Collections

Mudhakar Srivatsa (IBM); Raghu Ganti (IBM); Tarek
Abdelzaher (UIUC); Shen Li (UIUC)

IEEE ICDCS 2017

2016-02-01

Efficient Spatial Query Processing for Big Data

Kisung Lee (GaTech); Raghu Ganti (IBM); Mudhakar Srivatsa
(IBM); Ling Liu (GaTech)

ACM GIS 2014

2014-04-30

Spatio-Temporal Provenance: Identifying Location
Information from Unstructured Text

Kisung Lee (IBM); Raghu Ganti (IBM); Mudhakar Srivatsa
(IBM); Prasant Mohapatra (UCD)

The 5th International Workshop on Information Quality and
Quality of Service for Pervasive Computing in Conjunction with IEEE PERCOM
2013

2013-01-25

Trust in Emotions

Bin Liu (USC); Ramesh Govindan (USC); Brian Uzzi (NWU)

CASBS Stanford Conference on Creativity

2013-07-11

Measuring Change in the Semantic Similarity Network of
Academic Papers: Applications to Predicting Growth and Decline of Scientific
Disciplines

Jared Lorince (NWU); Martin Gerlach (NWU); Brian Uzzi
(NWU)

IC2S2-2017

2017-07-13

Towards Iceberg Analysis in Graph OLAP

Nan Li (UCSB); Ziyu Guan (UCSB); Xifeng Yan (UCSB); Jiawei
Han (UIUC)

IEEE Int. Conf. on Data Engineering 2013

2013-04-08

The Co-evolution of Communication Networks and Drinking
Behaviors

Omar Lizardo (ND); David Hachen (ND)

AAAI Fall Symposium on Social Networks and Social
Contagion

2013-07-09

HINMF: A Matrix Factorization Method for Clustering in
Heterogeneous Information Networks

Jialu Liu (UIUC); Jiawei Han (UIUC)

Proc. of IJCAI-13 HINA workshop

2013-08-03

Social Patterns: Community Detection Using
Behavior-Generated Network Datasets

Alice Leung (BBN); John Hancock (ArtisTech); Will Dron
(BBN); Matthew Aguirre (ArtIstech); Jonathan Purnell (RPI); Chi Wang (UIUC);
Jiawei Han (UIUC); Jaideep Srivastava (UMN); Amogh Mahapatra (UMN); Atanu Roy
(UMN); Lisa Scott (ARL)

IEEE Network Science Workshop 2013 at USMA

2013-06-10

Mining Evidences for Named Entity Disambiguation

Yang Li (UCSB); Fangqiu Han (UCSB); Jiawei Han (UIUC); Dan
Roth (UIUC); Xifeng Yan (UCSB)

KDD 2013

2013-08-14

Comparison of the Impact of Word Segmentation on Name
Tagging for Chinese and Japanese

Heng Ji (RPI); Qi Li (CUNY); Masato Hagiwara (Rakuten
Institute of Technology); Haibo Li (CUNY)

LREC2014

2014-05-26

Acquiring Background Knowledge to Improve Moral Value
Prediction

Ying Lin (RPI); Joe Hoover (USC); Gwenyth
Portillo-Wightman (USC); Chritina Park (USC); Morteza Dehghani (USC); Heng Ji
(RPI)

The 2018 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2018-08-28

ZOORANK: Ranking Suspicious Entities in Time-Evolving
Tensors

Christos Faloutsos (CMU); Kijung Shin (CMU); Bryan Hooi
(CMU); Hemank Lamba (CMU); Jurgen Pfeffer (TUM)

PKDD

2017-07-23

Cross-genre Event Extraction with Knowledge Enrichment

Hao Li (RPI); Heng Ji (RPI)

the 2016 Conference of the North American Chapter of the
Association for Computational Linguistics – Human Language Technologies
(NAACL-HLT 2016)

2017-06-12

Reliable Clustering in Uncertain Graphs

Lin Liu (Kent State Univ); Ruoming Jin (Kent State Univ);
Charu Aggarwal (IBM); Yelong Shen (Kent state Univ)

IEEE ICDM Conference

2012-12-11

Exploiting Background Information Networks to Enhance
Bilingual Event Extraction Through Topic Modeling

Hao Li (CUNY); Heng Ji (CUNY); Hongbo Deng (UIUC); Jiawei
Han (UIUC)

Proc. International Conference on Advances in Information
Mining and Management (IMMM2011)

2011-05-10

Joint Event Extraction via Structured Prediction with
Global Features

Qi Li (CUNY); Heng Ji (CUNY); Liang Huang (CUNY)

Proc. the 51st Annual Meeting of the Association for
Computational Linguistics (ACL2013).

2013-04-13

Constructing Information Networks Using One Single Model

Qi Li (CUNY); Heng Ji (RPI); Yu Hong (RPI); Sujian Li
(PKU)

the 2014 Conference on Empirical Methods on Natural
Language Processing (EMNLP2014)

2014-07-25

Social Event Extraction: Task, Challenges and Techniques

Hao Li (CUNY); Heng Ji (RPI); Lin Zhao ()

2015 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining 2015

2015-08-25

TruePIE: Discovering Reliable Patterns in Pattern-Based
Information Extraction

Qi Li (UIUC); Meng Jiang (University of Notre Dame); Xikun
Zhang (UIUC); Meng Qu (UIUC); Timothy Hanratty (ARL); Jing Gao (University at
Buffalo); Jiawei Han (UIUC)

Proc. of 2018 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’18)

2018-08-19

Density Index and Proximity Search on Large Graphs

Nan Li (UCSB); Arijit Khan (UCSB); Xifeng Yan (UCSB); Zhen
Wen (IBM)

The 21st ACM International Conference on Information and
Knowledge Management (CIKM 2012)

2012-10-29

New Perspectives and Methods in Link Prediction

Ryan Lichtenwalter (ND); JAke Lussier (ND); Nitesh Chawla
(ND)

Proceedings of the 16th ACM SIGKDD international
conference on Knowledge discovery and data mining

2010-07-24

Mining Significant Time Intervals for Relationship
Detection

Zhenhui Li (UIUC); Cindy Lin (UIUC); Bolin Ding (UIUC);
Jiawei Han (UIUC)

Proc. of 2011 Int. Symp. on Spatial and Temporal Databases
(SSTD’11)

2011-08-24

A Confidence-Aware Approach for Truth Discovery on
Long-Tail Data

Wei Fan (Huawei); Murat Demirbas (SUNY Buffalo); Bo Zhao
(Microsoft); Lu Su (SUNY Buffalo); Jing Gao (SUNY Buffalo); Yaliang Li (SUNY
Buffalo); Qi Li (SUNY Buffalo); Jiawei Han (UIUC)

2015 Int. Conf. on Very Large Data Bases (VLDB’15)

2015-09-01

On the Discovery of Evolving Truth

Yaliang Li (SUNY Buffalo); Qi Li (SUNY Buffalo); Jing Gao
(UIUC); Lu Su (SUNY Buffalo); Bo Zhao (LinkedIn); Wei Fan (Baidu Big Data
Lab); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Resolving Conflicts in Heterogeneous Data by Truth
Discovery and Source Reliability Estimation

Qi Li (buffalo); Yaliang Li (buffalo); Jing Gao (buffalo);
Bo Zhao (MSR); Wei Fan (Huawei); Jiawei Han (UIUC)

Proc. of 2014 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’14)

2014-06-22

Comment-guided Learning: Bridging the Knowledge Gap
between Expert Assessor and Feature Engineer

Xiang Li (CUNY); Wen-Pin Lin (CUNY); Heng Ji (CUNY)

Proc. International Conference on Advances in Information
Mining and Management (IMMM2011).

2011-04-21

Two-Stage Hashing for Fast Document Retrieval

Hao Li (CUNY); Wei Liu (IBM); Heng Ji (RPI)

Proc. the 52nd Annual Meeting of the Association for
Computational Linguistics (ACL2014)

2014-05-03

List-only Entity Linking

Heng Ji (RPI); Chin-Yew Lin (Microsoft Research); Ying Lin
(RPI)

the 55th Annual Meeting of the Association for
Computational Linguistics

2017-03-30

Domain-Independent Novel Event Discovery and
Semi-Automatic Event Annotation

Hao Li (CUNY); Xiang Li (CUNY); Heng Ji (CUNY); Yuval
Marton (Columbia)

PACLIC

2011-04-19

Joint Bilingual Name Tagging for Parallel Corpora

Qi Li (CUNY); Haibo Li (CUNY); Heng Ji (CUNY); Wen Wang
(SRI); Jing Zheng (SRI)

The 21str ACM International Conference on Information and
Knowledge Management (CIKM2012)

2012-04-25

Ranking-Based Name Matching for Author Disambiguation in
Bibliographic Data

Jialu Liu (UIUC); Kin Hou Lei (UIUC); Jeffery Yufei Liu
(UIUC); Chi Wang (UIUC); Jiawei Han (UIUC)

Proc. of KDD Cup 2013 Workshop

2013-08-11

On Group Popularity Prediction in Event-Based Social
Networks

Guangyu Li (NYU); Yong Liu (NYU); Bruno Ribeiro (Purdue);
Hao Ding (NYU)

ICWSM 2018

2018-05-01

Urbanity: A System for Interactive Exploration of Urban
Dynamics from Streaming Human Sensing Data

Mengxiong Liu (University of Illinois); Zhengchao Liu
(University of Illinois); Chao Zhang (UIUC); Keyang Zhang (UIUC); Quan Yuan
(UIUC); Timothy Hanratty (ARL); Jiawei Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Information and Knowledge
Management (CIKM’17) (system demo)

2017-11-06

Cognitive Models of Prediction as Decision Aids

Christian Lebiere (CMU); Don Morrison (CMU); Tarek
Abdelzaher (UIUC); Shaohan Hu (UIUC); Cleotilde Gonzalez (CMU); Norbou
Buchler (ARL); Vladislav D. Veksler (ARL)

International Conference on Cognitive Modeling (ICCM) 2016

2016-08-04

Gender Differences in Popular Music Production and
Consumption Networks

Jared Lorince (NWU); Michael Mauskapf (NWU); Noah Askin
(NWU); Emoke-Agnes Horvat (NWU); Brian Uzzi (NWU)

NetSci-2017

2017-06-21

Gender Differences in Popular Music Production Networks
Explain Consumption Networks

Emoke-Agnes Horvat (NWU); Noah Askin (INSEAD); Michael
Mauskapt (NWU); Jared Lorince (NWU); Brian Uzzi (NWU)

NetSci 2017

2017-06-21

A Hypergraph Approach to Understanding the Assembly of
Scientific Research Teams

Alina Lunganu (Northwestern University); Toshio Murase
(Northwestern University); Dorothy Carter (Georgia institute of Technology);
Noshir Contractor (Northwestern University)

Sunbelt XXXII

2012-03-15

The Joint Inference of Topic Diffusion and Evolution in
Social Communities

Cindy Lin (UIUC); Qiaozhu Mei (UMich); Jiawei Han (UIUC);
Yunliang Jiang (UIUC); Marina Danilevsky (UIUC)

Proc. 2011 IEEE Int. Conf. on Data Mining (ICDM’11)

2011-12-11

Inferring the Diffusion and Evolution of Topics in Social
Communities

Cindy Lin (UIUC); Qiaozhu Mei (University of Michigan);
Yunliang Jiang (UIUC); Jiawei Han (UIUC); Shanxiang Qi (UIUC)

Proc. of 2011 ACM SIGKDD Workshop on Social Network Mining
and Analysis (SNAKDD’11)

2011-08-21

Delay and Rate-Optimal Control in a Multi-Class Priority
Queue with Adjustable Service Rates

Chih-Ping Li (MIT); Mike Neely (USC)

IEEE INFOCOM

2011-12-01

Network Utility Maximization over Partially Observable
Markovian Channels

Chih-Ping Li (USC); Mike Neely (USC)

Proc. WiOpt May 2011

2011-10-01

Visual Attention Model for Name Tagging in Multimodal
Social Media

Di Lu (RPI); Leonardo Neves (Snap Research); Vitor
Carvalho (Intuit); Ning Zhang (Snap Research); Heng Ji (RPI)

The 56th Annual Meeting of the Association for
Computational Linguistics (ACL2018)

2018-07-15

Design and Implementation of FAITH, an Experimental System
to Intercept and Manipulate Online Social Informatics

Ray Lee (UC Davis); Roozbeh Nia (UC Davis); Jason Hsu (UC
Davis); Karl Levitt (UCD); Jeff Rowe (UCD); Felix Wu (UCD); Shaozhi Ye
(Google)

International Conference on Advances in Social Network
Analysis and Mining (ASONAM 2011)

2011-03-25

Analysis of Opinion Evolution in a Multi-cultural Student
Social Network

Omar Lizardo (ND); Michael Penta (ND); Matthew Chandler
(ND); Doyle Casey (RPI); Gyorgy Korniss (RPI); Bolek Szymanski (RPI);
Jonathan Bakdash (ARL)

6th International Conference on Applied Human Factors and
Ergonomics (AHFE 2015) and the Affiliated Conferences, AHFE 2015, pp.
3977-3984

2015-07-27

An ACT-R Model of Credibility Judgment of Micro-blogging
Web Pages

Q. Vera Liao (University of Illinois); Peter Pirolli
(PARC); Wai-Tat Fu (University of Illinois)

11th International Conference on Cognitive Modeling

2012-03-01

Automatic Event Extraction with Structured Preference
Modeling

Wei Lu (UIUC); Dan Roth (UIUC)

ACL

2012-07-08

Modeling the Resource Requirements of Convolutional Neural
Networks on Mobile Devices

Kevin Chan (ARL); Swati Rallapalli (IBM Research);
Zongqing Lu (PSU); Thomas LaPorta (PSU)

ACM Multimedia 2017

2017-10-23

Online Estimating The Top k Nodes Of A Network

Yeon-Sup Lim (UMASS); Bruno Ribeiro (UMASS); Daniel
Menasche (UMASS); Prithwish Basu (Raytheon BBN Technologies); Don Towsley
(UMASS)

IEEE NSW 2011 (USMA West Point Network Science Workshop)

2011-06-24

Representing Documents via Latent Keyphrase Inference

Jialu Liu (University of Illinois); Xiang Ren (University
of Illinois); Jingbo Shang (University of Illinois); Taylor Cassidy (ARL);
Clare Voss (ARL); Jiawei Han (UIUC)

Proc. of 2016 Int. World-Wide Web Conf. (WWW’16)

2016-04-11

Efficient Contextualized Representation: Language Model
Pruning for Sequence Labeling

Liyuan Liu (UIUC); Jingbo Shang (UIUC); Xiang Ren (UIUC);
Jiawei Han (UIUC); Jian Peng (UIUC); Xiaotao Gu (University of Illinois at
Urbana Champai)

Proc. of 2018 Conf. on Empirical Methods in Natural
Language Processing (EMNLP’18)

2018-10-31

Classifying Latent Infection States in Complex Networks

Yeon-sup Lim (UMASS); Bruno Ribeiro (CMU); Don Towsley
(UMASS)

SIMPLEX’14

2014-04-07

Heterogeneous Supervision for Relation Extraction: A
Representation Learning Approach

Liyuan Liu (University of Illinois); Xiang Ren (University
of Illinois at Urbana-Champai); Qi Zhu (University of Illinois); Huan Gui
(University of Illinois); Shi Zhi (University of Illinois); Heng Ji (RPI);
Jiawei Han (UIUC)

Proc. of 2017 Conf. on Empirical Methods in Natural
Language Processing (EMNLP’17)

2017-09-07

Synopses for Probabilistic Data over Large Domains

Nicholas Larusso (UCSB); Ambuj Singh (UCSB)

EDBT

2011-04-18

Predicting Viral News Events in Online Media

Xiaoyan Lu (RPI); Bolek Szymanski (RPI)

IEEE Workshop on Parallel and Distributed Processing for
Computational Social Systems, Proc. 2017 IEEE International Parallel and
Distributed Processing Symposium Workshops, June 2, 2017, Orlando, FL, pp.
1447-1456, DOI 10.1109/IPDPSW.2017.82

2017-05-29

Skeleton Construction in Mobile Social Networks:
Algorithms and Applications

Zongqing Lu (PSU); Xiao Sun (PSU); Guohong Cao (PSU)

IEEE Conference on Sensor, Mesh, and Ad Hoc Communications
and Networks (SECON)

2014-07-17

A Probabilistic Approach To Uncovering Attributed Graph
Anomalies

Nan Li (UCSB); Huan Sun (UCSB); Kyle Chipman (UCSB); Jemin
George (ARL); Xifeng Yan (UCSB)

2014 SIAM International Conference on Data Mining (SDM14)

2014-04-24

Arabic Named Entity Recognition: What Works and What’s
Next

Jiawei Han (UIUC); Liyuan Liu (UIUC); Jingbo Shang (UIUC)

Proc. of the 4th Arabic Natural Language Processing
Workshop (WANLP 2019)

2019-07-01

Byte Caching in Wireless Networks

Franck Le (IBM); Mudhakar Srivatsa (IBM); Arun Iyengar
(IBM)

Intl Conference on Distributed Computing Systems (ICDCS)

2012-02-06

Cooperative Data Offloading in Opportunistic Mobile
Networks

Zongqing Lu (PSU); Xiao Sun (PSU); Thomas LaPorta (PSU)

IEEE INFOCOM 2016

2015-12-06

Communications Patterns, Team Effectiveness, and
Collaboration in a 3-Week Learning Game

Alice Leung (BBN); Lisa Scott (ARL); Ethan Mollick
(UPenn); William Ferguson (BBN)

INSNA Sunbelt

2016-04-09

SOCIAL MANIPULATION OF ONLINE RECOMMENDER SYSTEMS

Juan Lang (UC Davis); Matthew Spear (UC Davis); Felix Wu
(UCD)

Social Informatics 2010

2010-10-28

A computational model of team assembly in emerging
scientific fields

Alina Lungeanu (NWU); Sophia Sullivan (Think Big Analytic,
Chicago, IL); Uri Wilensky (NWU); Noshir S. Contractor (NWU)

WSC 15 Proceedings of the 2015 Winter Simulation
Conference Pages 4057-4068

2015-12-06

Mining Quality Phrases from Massive Text Corpora

Jialu Liu (University of Illinois); Jingbo Shang
(University of Illinois); Chi Wang (Microsoft Research, Redmond); Xiang Ren
(University of Illinois); Jiawei Han (UIUC)

Proc. of 2015 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’15)

2015-05-31

Empower Sequence Labeling with Task-Aware Neural Language
Model

Jian Peng (UIUC); Huan Gui (Facebook); Xiang Ren (UIUC);
Frank Xu (SJTU); Jingbo Shang (UIUC); Liyuan Liu (UIUC); Jiawei Han (UIUC)

Proc. of 2018 AAAI Conf. on Artificial Intelligence
(AAAI’18)

2018-02-02

Optimizing Information Credibility in Social Swarming
Applications

Bin Liu (USC); Peter Terlecky (CUNY); Amotz Bar-Noy
(CUNY); Ramesh Govindan (USC); Michael Neely (USC)

2011-04-01

Replacing the irreplaceable: Fast algorithms for team
member recommendation

Liangyue Li (); Hanghang Tong (ASU); Nan Cao ();
Kate Ehrlich (IBM); Yu-Ru Lin (NEU); Norbou Buchler (ARL)

24th International Conference on World Wide Web

2015-05-18

VBS3 Virtual Simulation in Military Science Education at
USMA

Jeffrey Proulx (University of Illinois at Urbana-Champai);
Xifeng Yan (UCSB); M. Scott Poole (UIUC); Ly Dinh (UIUC); Lisa Scott (ARL);
Yulia Tyshchuk (RPI); Caleb Goble (USMA); Alice Leung (BBN); Noshir
Contractor (NWU)

Interservice/Industry Training, Simulation, and Education
Conference (I/ITSEC)

2016-06-14

Mining Topic-Level Influence in Heterogeneous Networks

Lu Liu (Tsinghua University); Jie Tang (Tsinghua
University); Jiawei Han (UIUC); Meng Jiang (Tsinghua University); Shiqiang
Yang (Tsinghua University)

Proc. 2010 ACM Int. Conf. on Information and Knowledge
Management (CIKM’10)

2010-10-26

Cross-media Event Extraction and Recommendation

Di Lu (RPI); Fangbo Tao (UIUC); Xiang Ren (UIUC); Rachel
Guan (RPI); Rostyslav Korolov (RPI); Tongtao Zhang (RPI); Shih-fu Chang
(Columbia); Mei Si (RPI)

Proceedings of NAACL-HLT 2016

2016-06-15

Entity Disambiguation with Linkless Knowledge Bases

Jiawei Han (UIUC); Huan Sun (UCSB); Shulong Tan (UCSB);
Yang Li (UCSB); Dan Roth (UIUC); Xifeng Yan (UCSB)

WWW 2016

2016-01-08

iPath: Forecasting the Pathway to Impact

Liangyue Li (Arizona State University); Hanghang Tong
(Arizona State University); Jie Tang (Tsinghua University); Wei Fan (Big Data
Labs)

2016 SIAM International Conference on Data Mining

2016-05-05

Timely Report Delivery in Social Swarming Applications

Bin Liu (USC); Peter Terlecky (CUNY); Xu Xing (USC); Amotz
Bar-Noy (CUNY); Ramesh Govindan (USC); Dror Rawitz (CUNY)

Intl Conference on Distributed Computing in Sensor Systems
(DCOSS)

2012-05-11

Social Network User Lifetime

Juan Lang (UC Davis); Felix Wu (UCD)

International Conference on Advances in Social Network
Analysis and Mining (ASONAM 2011)

2011-03-25

Distilling Likely Truth from Noisy Streaming Data with
Apollo

Hieu Le (University of Illinois at Urbana Champai); Don
Wong (University of Illinois); Hossein Ahmadi (UIUC); Md Yusuf S Uddin
(University of Illinois); Bolek Szymanski (RPI); Raghu Ganti (IBM Research);
Tarek Abdelzaher (University of Illinois)

9th ACM Conference on Embedded Networked Sensor Systems

2011-11-01

Large-Scale Spectral Clustering on Graphs

Jialu Liu (UIUC); Chi Wang (UIUC); Marina Danilevsky
(UIUC); Jiawei Han (UIUC)

Proc. of 2013 Int. Joint Conf. on Artificial Intelligence
(IJCAI’13)

2013-08-12

GIN: A Clustering Model for Capturing Dual Heterogeneity
in Networked Data

Jialu Liu (UIUC); Chi Wang (UIUC); Jing Gao (buffalo);
Quanquan Gu (UIUC); Charu Aggarwal (IBM); Lance Kaplan (ARL); Jiawei Han
(UIUC)

Proc. of 2015 SIAM Int. Conf. on Data Mining (SDM’15)

2015-04-30

Multi-View Clustering via Joint Nonnegative Matrix
Factorization

Jialu Liu (UIUC); Chi Wang (UIUC); Jing Gao (Buffalo);
Jiawei Han (UIUC)

Proc. of 2013 SIAM Data Mining Conf.

2013-05-01

Mining Event Periodicity from Incomplete Observations

Zhenhui Li (UIUC); Jingjing Wang (UIUC); Jiawei Han (UIUC)

Proc. of 2012 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’12)

2012-08-12

EKNOT: Event Knowledge from News and Opinions in Twitter

Yucheng Chen (University of Illinois); Xiuli Ma (Peking
University); Hongkun Yu (University of Illinois); Wenzhu Tong (University of
Illinois); Jingjing Wang (University of Illinois); Min Li (University of
Illinois); Haoyan Cai (University of Illinois); Jiawei Han (UIUC)

AAAI Conf. on Artificial Intelligence (AAAI’16) (system
demo)

2015-11-20

Pattern Discovery for Wide-Window Open Information
Extraction in Biomedical Literature

Qi Li (UIUC); Xuan Wang (UIUC); Yu Zhang (UIUC); Fei Ling
(UIUC); Cathy Wu (Univ. of Delaware); Jiawei Han (UIUC)

Proc. 2018 Int. Conf. on Bioinformatics and Biomedicine
(BIBM’18)

2018-12-01

Unsupervised Discovery of Opposing Opinion Networks From
Forum Discussions

Yue Lu (Twitter); Hongning Wang (UIUC); Chengxiang Zhai
(UIUC); Dan Roth (UIUC)

ACM International Conference on Information and Knowledge
Management (CIKM)

2012-11-01

A Multi-lingual Multi-task Architecture for Low-resource
Sequence Labeling

Ying Lin (RPI); Shengqi Yang (JD.com); Veselin Stoyanov
(Facebook); Heng Ji (RPI)

The 56th Annual Meeting of the Association for
Computational Linguistics (ACL2018)

2018-07-16

Noisy Naming Games, Partial Synchronization and
Coarse-graining in social networks

Chjan Lim (RPI); Weituo Zhang (RPI)

IEEE NS West Point

2011-06-24

GeoAttn: Localization of Social Media Messages Via
Attentional Memory Network

Sha Li (UIUC); Chao Zhang (UIUC); Dongming Lei (UIUC); Ji
Li (UIUC); Jiawei Han (UIUC)

SIAM International Conference on Data Mining (SDM19)

2019-05-02

GeoAttn: Fine-Grained Localization of Social Media
Messages via Attentional Memory Network

Jiawei Han (UIUC); Ji Li (UIUC); Dongming Lei (UIUC); Chao
Zhang (UIUC); Sha Li (UIUC)

2019 SIAM International Conference on Data Mining (SDM
2019)

2019-05-01

Unsupervised Neural Categorization for Scientific Publications

Xifeng Yan (UCSB); Keqian Li (UCSB); Hanwen Zha (UCSB); Yu
Su (UCSB)

SIAM Int. Conf. on Data Mining (2018)

2018-05-03

Classification of user interfaces for graph-based online
analytical processing

James Michaelis (ARL)

SPIE Defense+ Security

2016-05-12

The Effect of Synchronization of Group Processes on
Multiteam System Effectiveness

Toshio Murase (NWU); Raquel Asencio (Georgia Tech); Joseph
McDonald (Georgia Tech); M. Scott Poole (UIUC); Leslie DeChurch (GaTech);
Noshir Contractor (NWU)

National Communication Association conference

2015-11-18

Optimal Sparse Linear Encoders and Sparse PCA

Christos Boutsidis (SELF); Malik Magdon-Ismail (RPI)

NIPS 2016

2016-10-21

SigSpot: Mining significant anomalous regions from
time-evolving networks

Misael Mongiovi (UCSB); Petko Bogdanov (UCSB); Razvan
Ranca (UCSB); Ambuj Singh (UCSB); Evangelos Papalexakis (CMU); Christos
Faloutsos (CMU)

SDM 2013

2012-02-18

NetSpot: Spotting Significant Anomalous Regions on Dynamic
Networks

Misael Mongiovi (U Catania); Petko Bogdanov (UCSB); Razvan
Ranca (UCDB); Ambuj Singh (UCSB); Evangelos Papalexakis (CMU); Christos
Faloutsos (CMU)

Proceedings of SIAM Data mining

2013-05-02

Towards Scalable Network Delay Minimization

Ambuj Singh (UCSB); Petko Bogdanov (UCSB); Sourav Medya
(UCSB)

IEEE International Conference on Data Mining (ICDM), 2016

2016-09-09

Graphical Approach for Influence Maximization in Social
Networks Under Generic Threshold-based Non-submodular Model

Liang Ma (IBM); Guohong Cao (PSU); Lance Kaplan (ARL)

IEEE Big Data 2017

2017-10-17

Naming Game Dynamics on Pairs of Connected Networks with
Competing Opinions

A.T. Mansilla (University of Girona, Spain); Mingming Chen
(RPI); Bolek Szymanski (RPI); J.L. de la Rosa Esteva (University of Girona,
Spain)

Proc. SocInfo2014, Workshop on Social Influcence, SI2014,
Barcelona, Spain, Nov. 10, 2014, LNCS, Springer, 2014, pp. 368-379

2015-03-13

Analyzing Collaboration Networks Using Simplicial
Complexes: A Case Study

Ananthram Swami (ARL); Ram Ramanathan (BBN); Prithwish Basu
(BBN); Robert Drost (ARL); Terrence Moore (ARL)

IEEE NetSciComm

2012-03-30

Quality of Information-aware Real-time Traffic Flow
Analysis and Reporting

Manisha Mukherjee (PSU); James Edwards (PSU); Heesung Kwon
(ARL); Thomas LaPorta (PSU)

IQ2S

2015-03-20

Latent Association Analysis of Document Pairs

Gengxin Miao (UCSB); Ziyu Guan (UCSB); Xifeng Yan (UCSB);
Louise Moser (UCSB); Shu Tao (IBM T. J. Watson); Nikos Anerousis (IBM T. J.
Watson)

SIGKDD 2012

2012-05-14

TopicMine: User-Guided Topic Mining by Category-Oriented
Embedding

Yu Meng (UIUC); Jiaxin Huang (UIUC); Zihan Wang (UIUC);
Chenyu Fan (UIUC); Guangyuan Wang (UIUC); Jingbo Shang (UIUC); Lance Kaplan
(ARL); Jiawei Han (UIUC)

ACM SIGKDD Conference on Knowledge Discovery and Pattern
Mining

2019-07-01

Improving Classification Accuracy of Youtube Videos by
Exploiting Focal Points in Social Tags

Amogh Mahapatra (UMN); Komal Kapoor (UMN); Ravindra
Kasturi (UMN); Jaideep Srivastava (UMN)

2012 IEEE International Conference on Multimedia and Expo

2012-12-21

FaitCrowd: Fine Grained Truth Discovery for Crowdsourced
Data Aggregation

Fenglong Ma (SUNY Buffalo); Yaliang Li (SUNY Buffalo); Qi
Li (SUNY Buffalo); Minghui Qiu (Singapore Management University); Jing Gao
(UIUC); Shi Zhi (University of Illinois); Lu Su (SUNY Buffalo); Bo Zhao
(LinkedIn); Heng Ji (RPI); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

F-Trail: Finding Patterns in Taxi Trajectories

Yasuko Matsubara (Kumamoto University); Lei Li (University
of California, Berkeley,); Evangelos Papalexakis (Carnegie Mellon
University); David Lo (Singapore Management University); Yasushi Sakurai
(Kumamoto University); Christos Faloutsos (Carnegie Mellon University)

PAKDD 2013

2013-04-14

Predicting Subgraph Patterns in Heterogeneous Dynamic
Network

Bruno Ribeiro (Purdue); Jennifer Neville (Purdue); Chandra
Mouli (Purdue); Changping Meng (Purdue)

AAAI 2018

2018-02-23

Universal links between Mentor’s Tacit Knowledge Transfer
and Protégés’ Propensity for leading Scientific Thinking

Brian Uzzi (NWU); Satyam Mukherjee (Perdue); Yifang Ma
(Northwestern University)

IC2S2

2018-07-13

Guard Your Connections: Infiltration of a Trust/Reputation
Based Network

Malik Magdon-Ismail (RPI); Brian Orecchio (RPI)

WWW 2012

2012-04-01

SSDE-Cluster: Fast Overlapping Clustering of Networks
Using Sampled Spectral Distance Embedding and GMMs

Malik Magdon-Ismail (Rensselaer Polytechnic Institute);
Jonathon Purnell (Rensselaer Polytechnic Institute)

IEEE International Conference on Social Computing

2011-12-21

TurkServer: Enabling Synchronous and Longitudinal Online
Experiments

Andrew Mao (Harvard); David Parkes (Harvard); Yiling Chen
(Harvard); Ariel Proccacia (CMU); Krzysztof Gajos (Harvard); Haoqi Zhang
(Harvard)

HCOMP 2012 workshop

2012-04-25

Visualization of Trustworthiness Graphs

Stephen Mayhew (UIUC); Dan Roth (UIUC)

24th International Conference on World Wide Web

2015-05-18

End-to-End Reinforcement Learning for Automatic Taxonomy
Induction

Yuning Mao (UIUC); Xiang Ren (USC); Jiaming Shen (UIUC);
Xiaotao Gu (UIUC); Jiawei Han (UIUC)

Proc. of 2018 Annual Meeting of the Association for
Computational Linguistics (ACL’18)

2018-07-15

Characterizing Branching Processes from Sampled Data

Fabricio Murai (UMASS); Bruno Ribeiro (UMASS); Don Towsley
(UMASS); Krista Gile (UMASS)

WWW SIMPLEX 2013

2013-04-22

Content-based Modeling and Prediction of Information
Dissemination

Kathy Macropol (UCSB); Ambuj Singh (UCSB)

ASONAM

2011-04-18

Query Answering Efficiency in Expert Networks Under
Decentralized Search

Liang Ma (IBM TJ Watson Research); Mudhakar Srivatsa
(IBM); Derya Cansever (CERDEC); Xifeng Yan (UCSB); Sue Kase (ARL); Michelle
Vanni (ARL)

CIKM 2016

2016-10-24

On the Efficiency of Decentralized Search in Expert
Networks

Liang Ma (IBM TJ Watson Research); Mudhakar Srivatsa
(IBM); Derya Cansever (CERDEC); Xifeng Yan (UCSB); Sue Kase (ARL); Michelle
Vanni (ARL)

IEEE ICDCS 2016

2016-06-27

Decentralized Search in Expert Networks: Generic Models
and Performance Bounds

Liang Ma (IBM TJ Watson Research); Mudhakar Srivatsa
(IBM); Derya Cansever (CERDEC); Xifeng Yan (UCSB); Sue Kase (ARL); Michelle
Vanni (ARL)

IEEE ICNP 2016

2016-11-08

Ecosystem on the web: non-linear mining and forecasting of
co-evolving online activities

Yasuko Matsubara (Kumamoto U); Yasushi Sakurai (Kumamoto
U); Christos Faloutsos (CMU)

WWW 2016

2016-04-23

Non-Linear Mining of Competing Local Activities

Yasuko Matsubara (Kumamoto U); Yasushi Sakurai (Kumamoto
U); Christos Faloutsos (CMU)

WWW 2016

2016-04-11

A semantically-enabled community health portal for cancer
prevention and control.

Deborarh McGuinness (RPI); Abdul Shaikh (NCI); Richard
Moser (NCI); Bradford Hesse (NCI); Glen Morgan (NCI); Erik Augustson (NCI);
Yvonne Hunt (NCI); Zaria Tatlovich (NCI); Gordon Willis (NCI); Kelly Blake
(NCI); Paul Courtney (SAIC/NCI); Lila Finney (SAIC/NCI); Amy Sanders
(SAIC/NCI); Li Ding (RPI); Tim Lebo (RPI); Jim McCusker (RPI); Noshir
Contractor (NWU); Yun Huang (NWU); York Yao (NWU); Hugh Devlin (NWU)

WebSci ’11

2011-06-15

Relational Pooling for Graph Representations

Bruno Ribeiro (Purdue); Vinayak Rao (Purdue);
Balasubramaniam Srinivasan (Purdue); Ryan Murphy (Purdue)

ICML 2019

2019-01-23

Janossy Pooling: Learning Deep Permutation-Invariant
Functions for Variable-Size Inputs

Bruno Ribeiro (Purdue); Vinayak Rao (Purdue); Ryan Murphy
(Purdue); Balasubramaniam Srinivasan (Purdue)

ICLR 2019

2019-01-09

Characterizing the Internet’s Sense of Humor

Amogh Mahapatra (UMN); Nisheeth Srivastava (UMN); Jaideep
Srivastava (UMN)

2012 ASE/IEEE International Conference on Social Computing
and 2012 ASE/IEEE International Conference on Privacy, Security, Risk and
Trust

2012-09-04

Group Centrality Maximization via Network Design

Ambuj Singh (UCSB); Ananthram Swami (ARL); Prithwish Basu
(BBN); Arlei Silva (UCSB); Sourav Medya (UCSB)

SIAM International Conference on Data Mining

2018-05-03

Efficient multicasting for delay tolerant networks using
graph indexing

Misael Mongiovi (UCSB); Ambuj Singh (UCSB); Xifeng Yan
(UCSB); Bo Zong (UCSB); Kostas Psounis (USC)

INFOCOM 2012

2012-03-25

Weakly-Supervised Neural Text Classification

Yu Meng (UIUC); Jiaming Shen (UIUC); Chao Zhang (UIUC);
Jiawei Han (UIUC)

Proc. of 2018 ACM Int. Conf. on Information and Knowledge
Management (CIKM’18)

2018-10-26

Weakly-Supervised Hierarchical Text Classification

Yu Meng (UIUC); Jiaming Shen (UIUC); Chao Zhang (UIUC);
Jiawei Han (UIUC)

The Thirty-Third AAAI Conference on Artificial
Intelligence (AAAI-19)

2019-01-27

Network Science Collaborative Experimentation Methods and
Tools to Accelerate Network Science Innovation Within the ITA and NS-CTA

Kelvin Marcus (ARL); Maroun Touma (IBM-US); Flavio
Bergamaschi (IBM-UK)

MILCOM

2015-10-28

Motifs of the Emergence of Person-Knowledge multi-genre
networks

Satyam Mukerjee (NWU); Brian Uzzi (NWU)

Science of Team Science Conference

2013-06-26

Novelty and Conventional Trending in Multigenre Networks
of Collaboration and Knowledge

Satyam Mukerjee (NWU); Brian Uzzi (NWU)

Network Science 2013

2013-06-03

The Scientific Prize Network and Trying Out to Be the
First in Science

Yifang Ma (Northwestern University); Brian Uzzi (NWU)

IC2S2

2018-07-17

Noticeable Network Delay Minimization via Node Upgrades

Sayan Ranu (IIT Delhi); Jithin Vachery (IIT Madras);
Sourav Medya (UCSB); Ambuj Singh (UCSB)

International Conference on Very Large Data Bases

2018-05-01

Efficient Node-By-Node Greedy Deep Learning for
Interpretable Feature Representations

Malik Magdon-Ismail (RPI); Ke Wu (RPI)

ASONAM 2016

2016-04-25

MalSpot: Multi2 Malicious Network Behavior Patterns
Analysis

Ching Hao Mao (Institute for Information Industry,
Taiwan); Chung-Jung Wu (Institute for Information Industry, Taiwan);
Evangelos Papalexakis (Carnegie Mellon University); Christos Faloutsos (CMU);
Tien-Cheu Kao (Institute for Information Industry, Taiwan)

PAKDD 2014

2014-05-13

Subset Source Coding

Ebrahim MolavianJazi (Penn State); Aylin Yener (PSU)

53rd Allerton Conference on Communications, Control, and
Computing

2015-09-29

Lossy Subset Source Coding

Ebrahim Molavianjazi (Penn State); Aylin Yener (PSU)

Workshop on Information Theory and its Applications
(ITA’16)

2016-02-01

Two-way Lossy Compression via a Relay with Self Source

Ebrahim Molavianjazi (Penn State); Aylin Yener (PSU)

2016 IEEE International Symposium on Information Theory
(ISIT)

2016-07-11

HATS: A Hierarchical Sequence-Attention Framework for
Inductive Set-of-Sets Embeddings

Bruno Ribeiro (Purdue); Jiasen Yang (Purdue); changping
meng (Purdue University); Jennifer Neville (Purdue)

KDD 2019

2019-04-24

Understanding Task-driven Information Flow in
Collaborative Networks

Gengxin Miao (UCSB); Xifeng Yan (UCSB); Shu Tao (IBM
Research); Winnie Cheng (IBM Research); Randy Moulic (IBM Research); Louise
Moser (UCSB)

WWW 2012

2012-03-01

Complexes Detection in Biological Networks via Diversified
Dense Subgraphs Mining

Jian Peng (University of Illinois); Jingjing Wang
(University of Illinois); Guangyu Zhou (University of Illinois); Xiuli Ma
(Peking University); Jiawei Han (UIUC)

Proc. of 2016 Int. Conf. on Research in Computational
Molecular Biology (RECOMB’16)

2016-04-17

Dynamic Optimization and Learning for Renewal Systems

Michael Neely (USC)

Proc. Asilomar Conf. on Signals, Systems, and Computers,
Nov. 2010

2010-12-01

Opportunistic Scheduling with Worst Case Delay Guarantees
in Single and Multi-Hop Networks

Mike Neely (USC)

Proc. IEEE INFOCOM, 2011

2011-10-02

Online Fractional Programming for Markov Decision Systems

Mike Neely (USC)

Proc. Conf. on Communication, Control, and Computing
(invited paper)

2011-10-01

Asynchronous Control for Coupled Markov Decision Systems

Mike Neely (USC)

IEEE Information Theory Workshop (ITW), 2012

2012-09-18

Wireless Peer-to-Peer Scheduling in Mobile Networks

Mike Neely (USC)

Proc. 46th Annual Conf. on Information Sciences and
Systems (CISS), March 2012 (invited paper)

2012-03-22

A Lyapunov optimization approach to repeated stochastic
games

Mike Neely (USC)

Proc. Allerton conf. on communication, control, and
computing

2013-10-01

Distributed Stochastic Optimization via Correlated
Scheduling

Mike Neely (USC)

IEEE INFOCOM

2014-05-12

On Critical Event Observability using Social Networks: A
Disaster Monitoring Perspective

Dong-Anh Nguyen (UCSB); Tarek Abdelzaher (UIUC); Xuan-Hong
Dang (UCSB); Raghu Ganti (IBM); Ambuj Singh (UCSB); Mudhakar Srivatsa (IBM)

Military Communications Conference (MILCOM)

2014-10-15

Recurrent Subgraph Prediction

Saurabh Nagrecha (ND); Nitesh Chawla (ND); Horst Bunke
(University of Bern)

ACM/IEEE ASONAM 2015

2015-08-25

Analyzing the Proximity and Interactions of Friends and
Communities in Gowalla

Tommy Nguyen (RPI); Mingming Chen (Rensselaer Polytechnic
Institute (RPI)); Bolek Szymanski (RPI)

SSTDM Workshop, Proc. International Conference on Data
Mining, ICDM 2013 Workshops, Dallas, TX, Dec. 7, 2013, pp. 1036 – 1044

2014-02-12

A Structured Learning Approach to Temporal Relation
Extraction

Qiang Ning (UIUC); Dan Roth (UIUC); Zhili Feng (UIUC)

EMNLP

2017-09-07

Joint Reasoning for Temporal and Causal Relations

Qiang Ning (UIUC); Zhili Feng (UIUC); Hao Wu (UPenn); Dan
Roth (UIUC)

ACL

2018-07-15

Utility Optimization for Dynamic Peer-to-Peer Networks
with Tit-For-Tat Constraints

Michael Neely (USC); Leana Golubchik (USC)

Proc. IEEE INFOCOM, April 2011.

2011-04-01

Head to Head Short Duration Team Competitions in a
Multiplayer Online Battle Arena Game

Julia Neidhardt (Vienna University of Technology); Yun
Huang (NWU); Noshir Contractor (NWU)

INSNA Sunbelt XXXIV

2014-02-20

Controlled Growth of Simplicial Complex Networks

Ram Ramanathan (BBN); Amotz Bar-Noy (CUNY); Saad Mneimneh
(CUNY); Alexei Nikolaev (CUNY)

NETWORK SCIENCE FOR COMMUNICATION NETWORK (NetSciCom) 2017

2017-05-01

Evolution of the Global Risk Network Mean-Field Stability
Point

Gyorgy Korniss (RPI); Bolek Szymanski (RPI); Noemi Derzsy
(RPI); Xin Lin (RPI); Alaa Moussawi (RPI); Xiang Niu (RPI)

The 6th International Conference on Complex Networks and
Their Applications, Complex Networks, Lyon, France Nov 29-Dec 1, 2017,
Studies in Artificial Intelligence, vol. 689, Springer, Zurich, Switzerland,
pp. 1124-1134,

2017-11-29

On the Trade-Offs betweeen Collecting Packet Level
Forensic Evidence and Data Delivery Performance in Wireless Networks

Jianxia Ning (UCR); Konstantinos Pelechrinis (U
Pittsburgh); Srikanth Krishnamurthy (UCR); Ramesh Govindan (USC)

IEEE ICC 2013

2013-06-11

Using Location-Based Social Networks to Validate Human
Mobility and Relationships Models

Tommy Nguyen (RPI); Bolek Szymanski (RPI)

The Best Paper Award at the Second Workshop on Social
Network Analysis in Applications (SNAA 2012), Proc. 2012 IEEE/ACM International
Conference on Advances in Social Networks Analysis and Mining 26-29 August
2012, Istanbul, Turkey, pp. 1247-1253.

2012-08-26

Construction of Complex Information Campaigns and Networks

Tommy Nguyen (RPI); Bolek Szymanski (RPI)

The 3rd Workshop on Complex Networks, CompleNet 2012
Melbourne, Florida, USA March 7-9, 2012

2012-03-09

Social Ranking Techniques for the Web

Tommy Nguyen (RPI); Bolek Szymanski (RPI)

IEEE/ACM International Conference on Advances in Social
Networks Analysis and Mining, ASONAM, Niagara Falls, Canada, August 25-28,
2013, pp. 49-55.

2013-08-25

ONE-M: Modeling the Co-evolution of Opinions and Network
Connections

Christos Faloutsos (CMU); Bolek Szymanski (RPI); ashwin
Bahulkar (RPI); Bryan Hooi (CMU); Kijung Shin (CMU); Aastha Nigam (ND);
Nitesh Chawla (ND)

Proc. EMCL/PKDD 2018, LNAI 11052. pp. 122-140, 2019.

2018-09-12

Forensic Analysis of Packet Losses in Wireless Networks

Jianxia Ning (UCR); Shailendra Singh (UCR); Bin Liu
(UCSC); Srikanth Krishnamurthy (UCR); Ramesh Govindan (USC)

IEEE ICNP 2012

2012-10-30

Estimating End-to-End Delays Under Changing Conditions

Philippe Nain (INRIA, Sophia-Antipolis, France); Don
Towsley (UMASS); Prithwish Basu (BBN); Feng Yu (CUNY); Amotz Bar-Noy (CUNY);
Matthew Johnson (UCLA)

ACM CHANTS 2013

2013-09-27

Flexible and Robust Multi-Network Clustering

Jingchao Ni (); Hanghang Tong (ASU); Wei Fan (Baidu
Big Data Lab); Xiang Zhang ()

21th ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining

2015-08-10

Analyzing information sharing strategies of users in
online social networks

Dong-Anh Nguyen (UCSB); Shulong Tan (UCSB); Ram Ramanathan
(BBN); Xifeng Yan (UCSB)

The 2016 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2016-06-21

Improving Temporal Relation Extraction with a Globally
Acquired Statistical Resource

Dan Roth (UIUC); Haoruo Peng (UIUC); Hao Wu (UPenn); Qiang
Ning (UIUC)

NAACL

2018-06-01

A Multi-Axis Annotation Scheme for Event Temporal
Relations

Qiang Ning (UIUC); Hao Wu (UPenn); Dan Roth (UIUC)

ACL

2018-07-15

Beyond friendship: Modeling user activity graphs in social
network-based applications

Atif Nazir (UC Davis); Alex Waagen (UC Davis); Vikram
Vijayaraghavan (UC Davis); Chen-Nee Chuah (UC Davis); Raissa DSouza (UCD);
Balachander Krishnamurthy (AT&T Labs)

ACM/SIGCOMM Internet Measurement Conference

2012-11-17

Exploiting Partially Annotated Data in Temporal Relation
Extraction

Chuchu Fan (UIUC); Zhongzhi Yu (UIUC); Qiang Ning (UIUC);
Dan Roth (UIUC)

*SEM

2018-06-05

Resource-Misuse Attack Detection in Delay-Tolerant
Networks

Vivek Natarajan (Penn State); Yi Yang (Catholic University
of America); Sencun Zhu (Penn State)

IEEE International Performance Computing and
Communications Conference (IPCCC) 2011

2011-09-30

Secure Trust Metadata Management For Mobile Ad-Hoc Networks

Vivek Natarajan (Penn State University); Yi Yang (Catholic
University of America); Sencun Zhu (PSU)

International Conference on Information Systems Security
(ICISS), 2012

2013-04-01

Semantics-Aware Storage and Replication of Trust Metadata
in Mobile Ad-Hoc Networks

Vivek Natarajan (PSU); Sencun Zhu (PSU); Mudhakar Srivatsa
(IBM); Jeff Opper (BBN)

The IEEE International Conference on Advanced Information
Networking and Applications, 2012

2013-04-01

A Model-based Evaluation of Trust and Situation Awareness
in the Diner’s Dilemma Game

John ODonovan (UCSB); Rashaad Jones (SA Technologies);
Laura Marusich (ARL); Yun Teng (UCSB); Cleotilde Gonzalez (CMU); Tobias Hollerer
(UCSB)

22nd Conference on Behavior Representation in Modeling and
Simulation (BRiMS)

2013-01-31

Competence Modeling in Twitter: Mapping Theory to Practice

John ODonovan (UCSB); Byungkyu Kang (UCSB); Tobias
Hollerer (UCSB)

International Conference on Social Computing (SocialCom
2014)

2014-05-09

Credibility in Context: An Analysis of Feature
Distributions in Twitter

John ODonovan (UCSB); Byungkyu Kang (UCSB); Tobias
Hollerer (UCSB); Sibel Adali (RPI)

IEEE International Conference on Social Computing
(SocialCom’12), Amsterdam, The Netherlands.

2012-09-05

Trust and Consequences: A Visual Perspective

Emrah Onal (SA Tech); John ODonovan (UCSB); Laura Marusich
(ARL); Michael Yu (CMU); James Schaffer (UCSB); Cleotilde Gonzalez (CMU);
Tobias Hollerer (UCSB)

HCII

2014-01-15

Decision-making in Abstract Trust Games: A User Interface
Perspective

Emrah Onal (SA Tech); James Schaffer (UCSB); Michael Yu
(CMU); John ODonovan (UCSB); Laura Marusich (ARL); Cleotilde Gonzalez (CMU);
Tobias Hollerer (UCSB)

CogSIMA 2014

2014-03-03

Modeling Infection with Multi-agent Dynamics

Alex Pentland (MIT)

n Social Computing, Behavioral-Cultural Modeling, &
Prediction

2012-03-23

Modeling Co-Evolution of Behavior and Social Relationships
Using Mobile Phone Data

Alex Pentland (MIT)

Mobile and Ubiquitous Multimedia

2012-01-02

Argument Schemes for Reasoning about Trust

Simon Parsons (CUNY); Katie Atkinson (University of
Liverpool); Karen Haigh (BBN); Karl Levitt (UCD); Peter McBurney
(King\\\\\\\\\\\\\\\’s College London); Jeff Rowe (UCD); Munindar Singh
(NCSU); Elizabeth Sklar (CUNY)

Proceedings of the 4th International Conference on
Computational Models of Argument

2012-09-10

Do more Views of a Graph help? Community Detection and
Clustering in Multi-Graphs

Evangelos Papalexakis (Carnegie Mellon University); Leman
Akoglu (Stony Brook University); Dino Ienco (IRSTEA)

Fusion 2013

2013-07-09

Fractional Immunization in Hospital-transfer Graphs

B. Aditya Prakash (CMU); Lada Adamic (UMICH); Theodore
Iwashyna (UMICH); Hanghang Tong (IBM); Christos Faloutsos (CMU)

KDD

2011-04-25

Fractional Immunization in Networks

B. Aditya Prakash (Virginia Tech); Lada Adamic (Univ. of
Michigan); Theodore Iwashyna (Univ. of Michigan); Hanghang Tong (City
University of New York); Christos Faloutsos (Carnegie Mellon University)

SDM 2013

2013-05-02

Decoding Social Influence and the Wisdom of the Crowd in
Financial Trading Network

Wei Pan (MIT); Yaniv Altshuler (MIT); Alex Pentland (MIT)

Intl. Conf. Social computing 2012, The Netherlands,

2012-09-06

Editing network topologies by playing potential games

Ananthram Swami (ARL); Derya Cansever (CERDEC); Kevin Chan
(ARL); Ertugrul Ciftcioglu (ARL); Prithwish Basu (BBN); Siddharth Pal (BBN)

IEEE Conference on Decision and Control (CDC) 2016

2016-12-14

Minimizing Eccentricity in Composite Networks via
Constrained Edge Additions

Senni Perumal (BBN); Prithwish Basu (BBN); Ziyu Guan
(UCSB)

MILCOM 2013

2013-11-18

A Generalized Linear Threshold Model for Multiple Cascades

Nishith Pathak (University of Minnesota, twin Cities);
Arindam Banerjee (University of Minnesota, Twin Cities); Jaideep Srivastava
(UMN)

2010 IEEE 10th International Conference on Data Mining

2011-01-20

Network Anomaly Detection using Co-clustering

Evangelos Papalexakis (Carnegie Mellon University); Alex
Beutel (Carnegie Mellon University); Peter Steenkiste (Carnegie Mellon
University)

2012 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2012-05-20

Fundamental results on equilibrium strategies in a
decentralized network protection game

Prithwish Basu (BBN); Ananthram Swami (ARL); Kevin Chan
(ARL); Ertugrul Ciftcioglu (ARL); Siddharth Pal (BBN)

IFIP Networking

2017-06-15

Threshold Conditions for Arbitrary Cascade Models on
Arbitrary Networks

B.A. Prakash (CMU); D. Chakrabarti (Yahoo Inc); Michalis
Faloutsos (UCR); Nicholas Valler (UCR); Christos Faloutsos (CMU)

Industrial Conference on Data Mining (ICDM)

2012-07-16

Unsupervised Entity Linking with Abstract Meaning
Representation

Xiaoman Pan (RPI); Taylor Cassidy (ARL); Ulf Hermjakob
(ISI); Heng Ji (RPI); Kevin Knight (ISI)

Proc. the 2015 Conference of the North American Chapter of
the Association for Computational Linguistics – Human Language Technologies
(NAACL-HLT 2015)

2015-04-29

A Joint Model for Semantic Sequences: Frames, Entities,
Sentiments

Snigdha Chaturvedi (UIUC); Haoruo Peng (UIUC); Dan Roth
(UIUC)

The SIGNLL Conference on Computational Natural Language
Learning (CoNLL 2017)

2017-07-01

Dual ecological measures of focus in software development

Daryl Posnett (UCD); Raissa DSouza (UCD); Premkumar
Devanbu (UCD); Filkov Vladimir (UCD)

35th ACM/IEEE Intl. Conf. on Software Engineering

2013-05-20

Deep Learning for Network Analysis: Problems, Approached
and Challenges

Ananthram Swami (ARL); Nitesh Chawla (ND); Bishal Thapa
(BBN); Yuxiao Dong (ND); Siddharth Pal (BBN); Ram Ramanathan (BBN)

MILCOM 2016

2016-11-01

Understanding and Managing Cascades on Large Graphs

B. Aditya Prakash (Virginia Tech); Christos Faloutsos
(Carnegie Mellon University)

Tutorial at ECML/PKDD 2012

2012-09-23

ParCube: Sparse Parallelizable Tensor Decompositions

Evangelos Papalexakis (Carnegie Mellon University); Christos
Faloutsos (CMU); Nicholaos Sidiropoulos (University of Minnesota)

ECML-PKDD 2012

2012-05-28

Physiological Measures of Arousal During Soldier-Relevant
Tasks Performed in a Simulated Environment

Debra Patton (U.S. Army Research Laboratory); Katherine
Gamble (U.S. Army Research Laboratory)

International Conference on Augmented Cognition

2016-06-21

Resource Thrifty Secure Mobile Video Transfers on Open
WiFi Networks

George Papageorgiou (UCR); John Gasparis (UCR); Srikanth
Krishnamurthy (UCR); Ramesh Govindan (USC); Thomas La Porta (PSU)

ACM CoNEXT

2013-12-05

Harmful effects of team external activity on team
cognition

Gabriel Plummer (Georgia Tech); Gahyun Jeon (NWU); Leslie
DeChurch (Georgia Tech); Noshir Contractor (NWU)

Society for Industrial and Organizational Psychology
Conference (SIOP)

2015-09-30

Column Selection via Adaptive Sampling

Saurabh Paul (RPI); Malik Magdon-Ismail (RPI); Petros
Drineas (RPI)

NIPS

2016-01-15

Comparative topological signatures of growing
collaboration networks

Ram Ramanathan (BBN); Ananthram Swami (ARL); Terrence
Moore (ARL); Siddharth Pal (BBN)

International Conference on Complex Networks (CompleNet)

2017-02-23

Dynamic communication patterns and performance in small
groups

Andy Pilny (UIUC); M. Scott Poole (UIUC); Melissa Dobosh
(UICU); Alex Yahja (UIUC)

National Communication Association

2014-11-20

GeoTense: Spotting Patterns in Geo-Social Networks with
Tensors

Evangelos E. Papalexakis (CMU); Konstantinos Pelechrinis
(University of Pittsburgh); Christos Faloutsos (CMU)

Workshop on Information Networks (WIN) 2015

2015-10-02

Linking communicative processes and group mindfulness
through a multiteam system group experiment

Andy Pilny (UIUC); M. Scott Poole (UIUC); Jeffrey Proulx
(University of Illinois at Urbana-Champai); Ly Dinh (UIUC); Mufan Luo
(University of Illinois at Urbana-Champai)

INGroup Conference, 2016

2016-09-01

Who needs an alter anyways? Using the ego-centric
relational event model to analyze teams in open communication networks

Ly Dinh (UIUC); Jeff Proulx (UIUC); M. Scott Poole (UIUC);
Andy Pilny (UIUC); Mufan Luo (UIUC)

INSNA Sunbelt

2016-01-04

Results of an online public goods group game based on
three traditions of communication theory

Andy Pilny (UIUC); M. Scott Poole (UIUC); Ashley
Riechelmann (Northeastern University); Brennan Klein (Northeastern
University)

National Communication Association Conference

2016-09-01

Knowing What to Believe (when you already know something)

Jeff Pasternack (UIUC); Dan Roth (UIUC)

2010-08-27

Comprehensive Trust Metrics for Information Networks

Jeff Pasternack (UIUC); Dan Roth (UIUC)

2010-12-02

Making Better Informed Trust Decisions with Generalized
Fact-Finding

Jeff Pasternack (UIUC); Dan Roth (UIUC)

2011-08-15

Generalized Fact-Finding

Jeff Pasternack (UIUC); Dan Roth (UIUC)

2011-04-01

Latent Credibility Analysis

Jeff Pasternack (UIUC); Dan Roth (UIUC)

World Wide Web conference (WWW)

2013-01-14

Topology Control of Command and Control Networks

Will Dron (BBN); Kevin Chan (ARL); Prithwish Basu (BBN);
Scott Rager (BBN); Siddharth Pal (BBN)

ICCRTS 2017

2017-11-06

Distortion Resilient Routing for Video Flows in Wireless
Multi-hop Networks

George Papageorgiou (UCR); Shailendra Singh (UCR);
Srikanth Krishnamurthy (UCR); Ramesh Govindan (USC); Thomas La Porta (PSU)

IEEE ICNP 2012

2012-10-30

A simple logical approach to reasoning with and about
trust

Simon Parsons (CUNY); Elizabeth Sklar (CUNY); Peter
McBurney (Kings College, London)

AAAI Spring Symposium on Logical Formalizations of Commonsense
Reasoning

2011-04-21

Using argumentation to reason with and about trust

Simon Parsons (CUNY); Elizabeth Sklar (CUNY); Peter
McBurney (Kings College, London)

8th Workshop on Argumentation in Multiagent Systems

2011-04-21

An argumentation-based approach to handling trust in
distributed decision making

Simon Parsons (CUNY); Elizabeth Sklar (CUNY); Munindar
Singh (NCSU); Karl Levitt (UCD); Jeff Rowe (UCD)

AAAI Spring Symposium on Trust in Autonomous Systems

2013-03-26

ArgTrust: Decision Making with Information from Sources of
Varying Trustworthiness

Simon Parsons (CUNY); Elizabeth Sklar (CUNY); Jordan
Salvit (CUNY Brooklyn College); Holly Wall (CUNY); Zimi Li (CUNY)

International Conference on Autonomous Agents and
Multiagent Systems

2013-05-08

Argumentation-based reasoning in agents with varying
degrees of trust

Simon Parsons (CUNY); Yuqing Tang (CUNY); Elizabeth Sklar
(CUNY); Peter McBurney (Kings College, London); Kai Cai (CUNY)

10th International Conference on Autonomous Agents and
Multi-Agent Systems

2011-04-21

Spotting Culprits in Epidemics: Who and How many?

B. Aditya Prakash (CMU); Jilles Vreeken (University of
Antwerp); Christos Faloutsos (CMU)

ICDM 2012: 11-20

2012-04-16

Leveraging Periodicity in Human Mobility for Next Place
Prediction

Bhaskar Prabhala (PSU); Jingjing Wang (UIUC); Budhaditya
Deb (BBN); Thomas La Porta (PSU); Jiawei Han (UIUC)

IEEE WCNC

2014-01-17

Maximizing Information Spread Through Influence Structures
in Social Networks

Saurav Pandit (ND); Yang Yang (ND); Nitesh Chawla (ND)

EEE ICDM Workshop on Data Mining in Networks

2012-12-10

Red Black Network: Temporal and Topological Analysis of
Two Intertwined Social Networks

Saurav Pandit (ND); Yang Yang (ND); Jonathan Koch (ND);
Nitesh Chawla (ND); Brian Uzzi (NWU)

MILCOM

2013-09-15

Detecting Communities in Time-evolving Proximity Networks

Saurav Pandit (ND); Yang Yang (ND); Vikas Kawadia (BBN);
Sameet Sreenivasan (RPI); Nitesh Chawla (ND)

IEEE Network Science Workshop

2011-06-24

Jaccard curvature — An efficient proxy for Ollivier-Ricci
in graphs

Amotz Bar-Noy (CUNY); Ram Ramanathan (BBN); Terrence Moore
(ARL); Feng Yu (CUNY); Siddharth Pal (BBN); Ananthram Swami (ARL)

International Conference on Complex Networks (CompleNet)
2018

2018-03-05

Quantifying the strength of the friendship paradox

Ananthram Swami (ARL); Amotz Bar-Noy (CUNY); Yitzchak
Novik (CUNY); Feng Yu (CUNY); Siddharth Pal (BBN)

International Conference on Complex Networks and their
Applications 2018 (Complex Networks)

2018-12-20

A Dynamic Social Network Experiment with Multi-Team
Systems

Andy Pilny (UIUC); Alex Yahja (UIUC); M. Scott Poole
(UIUC); Melissa Dobosh (UIUC)

IEEE International Conference on Social Computing and
Networking (SocialCom 2014)

2014-12-03

Cross-lingual Name Tagging and Linking for 282 Languages

Xiaoman Pan (RPI); Boliang Zhang (RPI); Jonathan May
(USC); Joel Nothman (USC); Kevin Knight (University of Sydney); Heng Ji (RPI)

the 55th Annual Meeting of the Association for
Computational Linguistics (ACL2017)

2017-07-30

Extended Structural Balance Theory for Modeling Trust in
Social Networks

Yi Qian (RPI); Sibel Adali (RPI)

PST 2013

2013-07-01

Towards Semantic Knowledge Propagation between Text and
Web Images

Guo-Jun Qi (.UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

WWW Conference

2010-01-15

Transfer Learning of Distance Metrics across Heterogeneous
Domains

Guo-Jun Qi (.UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

SDM Conference

2011-12-14

Towards Semantic Knowledge Propagation from Text Corpus to
Web Images

Guo-Jun Qi (.UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

2011-04-18

On Clustering Heterogeneous Social Media Objects with
Outlier Links

Guo-Jun Qi (UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

WSDM Conference, 2012

2012-02-16

Community Detection with Edge Content in Social Media
Networks

Guo-Jun Qi (UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

28th IEEE International Conference on Data Engineering

2012-03-31

Link Prediction across Networks by Biased Cross-Network
Sampling

Guo-Jun Qi (UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

International Conference on Data Engineering

2012-10-14

Online Community Detection in Social Sensing

Guo-Jun Qi (UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

Web Search and Data Mining

2013-01-23

Mining Collective Intelligence in Diverse Groups

Guo-Jun Qi (UIUC); Charu Aggarwal (IBM); Jiawei Han
(UIUC); Thomas Huang (UIUC)

World Wide Web Conference

2013-05-13

Towards Cross-category Knowledge Propagation for Learning
Cross-domain Concepts

Guo-Jun Qi (.UIUC); Charu Aggarwal (IBM); Yong Rui
(Microsoft Research); Qi Tian (UTSA); Shiyu Chang (UIUC); Thomas Huang (UIUC)

IEEE Conference on Computer Vision and Pattern Recognition
(CVPR)

2011-02-18

Towards Cross-Category Knowledge Propagation for Learning
Visual Concepts

Guo-Jun Qi (.UIUC); Charu Aggarwal (IBM); Yong Rui (Microsoft);
Qi Tian (UTSA); Shiyu Chang (UIUC); Thomas Huang (UIUC)

2011-04-18

Maintaining Social Links through Amplify-and-Forward in
Wireless Networks

Guohong Cao (PSU); Li Qiu (PSU)

ACM MobiHoc

2017-09-29

Popularity-Aware Caching Increases the Capacity of
Wireless Networks

Guohong Cao (PSU); Li Qiu (PSU)

IEEE infocom

2017-03-14

Kestrel: Using Mobile Devices to Augment Multi-camera
Vehicle Tracking

Swati Rallapalli (IBM Research); Archith Bency (UCSB);
Rahul Urgaonkar (IBM); B Manjunath (UCSB); Ramesh Govindan (USC); Kevin Chan
(ARL); Hang Qiu (USC); Xiaochen Liu (USC)

ACM/IEEE Internet of Things Design and Implementation

2018-04-17

Automatic Synonym Discovery with Knowledge Bases

Meng Qu (University of Illinois); Xiang Ren (University of
Illinois at Urbana-Champai); Jiawei Han (UIUC)

Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’17)

2017-08-07

Weakly-supervised Relation Extraction by Pattern-enhanced
Embedding Learning

Meng Qu (UIUC); Xiang Ren (USC); Yu Zhang (UIUC); Jiawei
Han (UIUC)

Proc. of 2018 Int. Conf. on World-Wide Web (WWW’18)

2018-04-23

Curriculum Learning for Heterogeneous Star Network
Embedding via Deep Reinforcement Learning

Jiawei Han (UIUC); Jian Tang (HEC Montreal & Montreal
Institute for Learning Algorithms); Meng Qu (UIUC)

Proc. of 2018 ACM Int. Conf. on Web Search and Data Mining
(WSDM’18)

2018-02-05

An Attention-based Collaboration Framework for Multi-View
Network Representation Learning

Meng Qu (UIUC); Jian Tang (HEC Montreal); Jingbo Shang
(UIUC); Xiang Ren (UIUC); Ming Zhang (Peking University); Jiawei Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Information and Knowledge
Management (CIKM’17)

2017-11-06

Modeling and predicting the growth and death of
membership-based websites

Bruno Ribeiro (CMU)

WWW’14

2014-04-07

Challenges of Forecasting and Measuring a Complex
Networked World

Bruno Ribeiro (CMU)

24th International Conference on World Wide Web

2015-05-18

Information Flow on Social Networks: From Empirical Data
to Situation Understanding

Heather Roy (ARL); Tarek Abdelzaher (UIUC); Elizabeth
Bowman (ARL); Md Tanvir Amin (UIUC)

In Proc. SPIE Defense and Security

2017-04-10

The Ones That Got Away: False Negative Estimation Based
Approaches for Gold Farmer Detection

Atanu Roy (UMN); Muhammad Ahmad (UMN); Chandrima Sarkar
(UMN); Brian Keegan (Northwestern University); Jaideep Srivastava (UMN)

2012 ASE/IEEE Internation Conference on Social Computing

2012-09-05

Beyond Graphs: Capturing Groups in Networks

Ram Ramanathan (Raytheon BBN Technologies); Amotz Bar-Noy
(CUNY); Prithwish Basu (Raytheon BBN Technologies); Matthew Johnson (PSU);
Wei Ren (UCD); Ananthram Swami (ARL); Qing Zhao (UCD)

NetSciComm 2011 (An IEEE INFOCOM workshop)

2011-04-15

Investigating Social Bias in Social Media Information
Transmission

Heather Roy (ARL); Elizabeth Bowman (ARL); Sue Kase (ARL);
Tarek Abdelzaher (UIUC)

21st International Command and Control Research and
Technology Symposium

2016-09-22

Testing Higher-Order Network Structures in an Online
Experiment

Jason Radford (Northeastern University); Amotz Bar-Noy
(CUNY); Alexey Nikolaev (CUNY); Saad Mneimneh (CUNY); David Lazer (CUNY); Ram
Ramanathan (BBN)

Collective Intelligence

2016-03-18

Socialization and Trust Formation: A Mutual Reinforcement?
An Exploratory Analysis in an Online Virtual Setting

Atanu Roy (UMN); Zoheb Borbora (UMN); Jaideep Srivastava
(UMN)

2013 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2013-05-21

Multiple Random Walks to Uncover Short Paths in Power Law
Networks

Bruno Ribeiro (UMASS); Prithwish Basu (BBN); Don Towsley
(UMASS)

IEEE NetSciCom 2012 (jointly with INFOCOM 2012)

2012-03-19

Data Selection for Maximum Coverage in Sensor Networks
with Cost Constraints

Scott Rager (PSU); Ertugrul Ciftcioglu (PSU); Thomas La
Porta (PSU); Alice Leung (BBN); Will Dron (BBN); Ram Ramanathan (BBN); John
Hancock (ArtisTech)

IEEE DCOSS

2014-05-12

Scalability and Satisfiability of Quality-of-Information
in Wireless Networks

Thomas LaPorta (PSU); Ram Ramanathan (BBN); Ertugrul
Ciftcioglu (ARL); Scott Rager (PSU); Ramesh Govindan (USC)

IEEE Wireless Communications and Networking Conference

2015-12-18

Distributed Backpressure Protocols with Limited State
Feedback

Scott Rager (PSU); Ertugrul Ciftcioglu (PSU); Aylin Yener
(PSU); Thomas La Porta (PSU); Mike Neely (USC)

IEEE MILCOM

2011-10-12

Local and Global Algorithms for Disambiguation to
Wikipedia (forthcoming)

Mike Anderson (Rexonomy); Doug Downey (UIUC); Lev Ratinov
(UIUC); Dan Roth (UIUC)

Proceedings of the 49th Annual Meeting of the AC

2011-06-24

Automatic Entity Recognition and Typing in Massive Text
Data

Ahmed El-Kishky (UIUC); Xiang Ren (UIUC); Heng Ji (RPI);
Jiawei Han (UIUC)

SIGMOD’16

2016-06-26

Automatic Entity Recognition and Typing from Massive Text
Corpora: A Phrase and Network Mining Approach

Xiang Ren (University of Illinois); Ahmed El-Kishky (University
of Illinois); Chi Wang (Microsoft Research, Redmond); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Automatic Entity Recognition and Typing in Massive Text
Corpora

Chi Wang (Microsoft Research); Ahmed El-Kishky (University
of Illinois); Xiang Ren (University of Illinois); Jiawei Han (UIUC)

Conference Tutorial, 2016 Int. World-Wide Web Conf.
(WWW’16)

2016-04-11

ClusType: Effective Entity Recognition and Typing by
Relation Phrase-Based Clustering

Xiang Ren (University of Illinois); Ahmed El-Kishky
(University of Illinois); Chi Wang (Microsoft Research); Fangbo Tao
(University of Illinois); Clare Voss (ARL); Heng Ji (RPI); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Modeling Website Popularity Competition in the
Attention-Activity Marketplace

Bruno Ribeiro (CMU); Christos Faloutsos (CMU)

WSDM’15

2015-03-24

Characterizing Dynamic Graphs with Continuous-time Random
Walks

Bruno Ribeiro (UMASS); Daniel Figueiredo (Fed. Univ. of
Rio de Janeiro); Edmundo de Souza e Silva (Fed. Univ. of Rio de Janeiro); Don
Towsley (UMASS)

ACM SIGMETRICS

2011-04-27

Entity Typing: A Critical Step for Mining Structures from
Massive Unstructured Text

Xiang Ren (UIUC); Wenqi He (UIUC); Ahmed El-Kishky (UIUC);
Clare R. Voss (ARL); Heng Ji (RPI); Meng Qu (UIUC); Jiawei Han (UIUC)

IWMLG-2016

2016-10-01

AFET: Automatic Fine-Grained Entity Typing by Hierarchical
Partial-Label Embedding

Heng Ji (RPI); Lifu Huang (Rensselaer Polytechnic
Institute); Meng Qu (University of Illinois); Wenqi He (University of
Illinois); Xiang Ren (University of Illinois); Jiawei Han (UIUC)

Proc. of 2016 Conf. on Empirical Methods in Natural
Language Processing (EMNLP’16)

2016-11-01

Label Noise Reduction in Entity Typing by Heterogeneous
Partial-Label Embedding

Jiawei Han (UIUC); Heng Ji (RPI); Meng Qu (University of
Illinois); Clare Voss (ARL); Wenqi He (University of Illinois); Xiang Ren
(University of Illinois)

Proceedings of ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (KDD)

2016-02-12

Beyond Models: Forecasting Complex Network Processes
Directly from Data

Bruno Ribeiro (CMU); Minh Hoang (UCSB); Ambuj Singh (UCSB)

WWW’15

2015-06-23

Leveraging collective intelligence in organizations

Daniel Romero (UMichigan); Agnes Horvat (NWU); Brian Uzzi
(NWU)

NetSci 2015

2015-06-01

Building Structured Databases of Factual Knowledge from
Massive Text Corpora

Xiang Ren (University of Illinois at Urbana-Champai); Meng
Jiang (UIUC); Jingbo Shang (University of Illinois); Jiawei Han (UIUC)

Proc. of 2017 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’17) (tutorial)

2017-05-14

Constructing Structured Information Networks from Massive
Text Corpora

Xiang Ren (University of Illinois at Urbana-Champai); Meng
Jiang (UIUC); Jingbo Shang (University of Illinois); Jiawei Han (UIUC)

Proc. of 2017 World-Wide Web Conf. (WWW’17) (tutorial)

2017-04-03

Social Network Structure as a Predictor of Social
Behavior: The Case of Protest in the 2016 US Presidential Election

William Wallace (RPI); David Mendonça (RPI); Rostyslav
Korolov (RPI); Molly Renaud (Rensselaer Polytechnic Institute)

Chertov O., Mylovanov T., Kondratenko Y., Kacprzyk J.,
Kreinovich V., Stefanuk V. (eds) Recent Developments in Data Science and
Intelligent Analysis of Information. ICDSIAI 2018. Advances in Intelligent
Systems and Computing, vol 836. Springer, Cham

2018-08-09

Medusa: A Programming Framework for Crowd-Sensing
Applications

Moo-Ryong Ra (USC); Bin Liu (USC); Thomas La Porta (PSU);
Ramesh Govindan (USC)

The 10th International Conference on Mobile Systems,
Applications and Services (Mobisys 2012)

2012-04-17

Comparative Document Analysis for Large Text Corpora

Kuansan Wang (Microsoft); Yuanhua Lv (Microsoft); Xiang
Ren (University of Illinois); Jiawei Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Web Search and Data Mining
(WSDM’17)

2017-02-10

ClusCite: Effective Citation Recommendation by Information
Network-Based Clustering

Xiang Ren (UIUC); Jialu Liu (UIUC); Xiao Yu (UIUC);
Urvashi Khandelwal (UIUC); Quanquan Gu (UIUC); Lidan Wang (UIUC); Jiawei Han
(UIUC)

Proc. of 2014 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining

2014-08-24

Algorithm Selection and Model Adaptation for ESL
Correction Tasks

Alla Rozovskaya (UIUC); Dan Roth (UIUC)

ACL

2011-06-01

Learning-based Multi-Sieve Co-Reference Resolution with
Knowledge

Lev Ratinov (UIUC); Dan Roth (UIUC)

EMNLP

2012-07-12

UAV Sensor Fusion with Latent-Dynamic Conditional Random
Fields in Coronal Plane Estimation

Amir Rahimi (UCSB); Raphael Ruschel (Universidade Estadual
do Rio Grande do Sul Porto Alegre, Brazil); B Manjunath (UCSB)

IEEE Intl. Conf. on Computer Vision and Pattern
Recognition

2016-06-29

Correcting Grammatical Verb Errors

Alla Rozovskaya (UIUC); Dan Roth (UIUC); VIvek Srikumar
(Stanford U.)

Conference of the European Chapter of the Association for
Computational Linguistics (EACL)

2014-04-30

Analyzing the Impact of Network Topology on Efficiency of
Command and Control through Agent-based Simulation

Kevin Chan (ARL); Lisa Scott (ARL); Scott Rager (BBN);
Will Dron (BBN)

2017-11-06

Symptotics: A Framework for Analyzing Real-World Wireless
Networks

Ram Ramanathan (BBN); Abhishek Samanta (NEU); Thomas La
Porta (PSU)

ACM PE-WASUN 2012

2012-10-24

LifeNet: A Structured Network-Based Knowledge Exploration
and Analytics System for Life Sciences

Xiang Ren (University of Illinois at Urbana-Champai);
Jiaming Shen (University of Illinois); Meng Qu (University of Illinois); Xuan
Wang (University of Illinois); Zeqiu Wu (University of Illinois); Qi Zhu
(University of Illinois); Meng Jiang (UIUC); Fangbo Tao (UIUC); Saurabh Sinha
(University of Illinois); David Liem (UCLA); Peipei Ping (UCLA); Richard
Weinshilboum (Mayo Clinic); Jiawei Han (UIUC)

Proc. of 2017 Annual Meeting of the Association for
Computational Linguistics (ACL’17) (system demo)

2017-07-30

Forecasting collective trends in human opinion

Marlon Ramos (CUNY); Jia Shao (Bloomberg LP, New York);
Saulo D. S. Reis (CUNY); Celia Anteneodo (Departamento de Fsica, PUC-Rio, Rio
de Janeiro, Brazil); Jose S. Andrade, Jr (Departamento de Fsica, Universidade
Federalndo Ceara, Brazil); Shlomo Havlin (Bar-Ilan University, Israel);
Hernan A. Makse (CUNY)

Encontro Nacional de Fsica Estatstica 2015 (ENFE 15)

2015-11-01

Estimating and Sampling Graphs with Multidimensional
Random Walks

Bruno Ribeiro (UMASS); Don Towsley (UMASS)

ACM SIGCOMM Internet Measurement Conference

2010-11-30

On the Estimation Accuracy of Degree Distributions from
Graph Sampling

Bruno Ribeiro (UMASS); Don Towsley (UMASS)

CDC 2012

2012-04-23

Time series modeling Problems in Multigenre linguistic and
social Network

Daniel Romero (NWU); Brian Uzzi (NWU)

Network Science 2013

2013-06-02

Early Warning Signals of System Change from Expert
Communication Networks

Daniel Romero (NWU); Brian Uzzi (NWU)

ISAM

2013-06-03

CoType: Joint Extraction of Typed Entities and Relations
with Knowledge Bases

Heng Ji (RPI); Clare Voss (ARL); Meng Qu (University of
Illinois); Wenqi He (University of Illinois); Zeqiu Wu (University of
Illinois); Xiang Ren (University of Illinois); Tarek Abdelzaher (UIUC);
Jiawei Han (UIUC)

Proc. of 2017 World-Wide Web Conf. (WWW’17)

2017-04-03

Sampling Directed Graphs with Random Walks

Bruno Ribeiro (UMASS); Pinghui Wang (Xi’an Jiaotong
University); Fabricio Murai (UMass); Don Towsley (UMASS)

IEEE INFOCOM 2012

2012-03-19

Heterogeneous Graph-Based Intent Learning with Queries,
Web Pages and Wikipedia Concepts

Xiang Ren (UIUC); Yujing Wang (MSRA); Xiao Yu (UIUC); Jun
Yan (MSRA); Zheng Chen (MSRA); Jiawei Han (UIUC)

Proc. 2014 ACM Int. Conf. on Web Search and Data Mining
(WSDM’14)

2014-02-24

Broadcasting in Multi-Radio Multi-Channel Wireless
Networks using Simplicial Complexes

Wei Ren (UCD); Qing Zhao (UCD); Ram Ramanathan (Raytheon
BBN Technologies); Jianhang Gao (UC Davis); Ananthram Swami (ARL); Amotz
Bar-Noy (CUNY); Matthew Johnson (PSU); Prithwish Basu (Raytheon BBN
Technologies)

IEEE MASS 2011

2011-10-17

Trust as Dependence: A Logical Approach

Munindar Singh (NCSU)

Proceedings of the 10th International Conference on
Autonomous Agents and MultiAgent Systems (AAMAS)

2011-02-07

WRS: Waiting Room Sampling for Accurate Triangle Counting
in Real Graph Streams

Kijung Shin (Carnegie Mellon University)

IEEE 16th International Conference on Data Mining

2017-08-17

Finding true and credible information on Twitter

Sujoy Sikdar (RPI); Sibel Adali (RPI); Md Tanvir Amin
(UIUC); Tarek Abdelzaher (UIUC); Kevin Chan (ARL); JinHee Cho (ARL); Byungkyu
Kang (UCSB); John ODonovan (UCSB)

Fusion 2014

2014-05-12

Sensor Selection for Heterogeneous Coverage Measures

Simon Shamoun (CUNY); Tarek Abdelzaher (UIUC); Amotz
Bar-Noy (CUNY)

The 13th annual International Conference on Distributed
Computing in Sensor Systems (DCOSS 2017)

2017-06-05

Dynamic Sensor Selection for Path Coverage

Amotz Bar-Noy (CUNY); Tarek Abdelzaher (UIUC); Simon
Shamoun (CUNY)

The International Conference on Distributed Computing and
Networking (ICDCN) 2019

2018-09-27

Maximum Gaps in Path Coverage

Simon Shamoun (CUNY); Tarek Abdelzaher (UIUC); Amotz
Bar-Noy (CUNY)

The 22nd ACM International Conference on Modeling,
Analysis and Simulation of Wireless and Mobile Systems (MSWiM) 2019

2019-07-15

Relation Strength-Aware Clustering of Heterogeneous
Information Networks with Incomplete Attributes

Yizhou Sun (UIUC); Charu Aggarwal (IBM); Jiawei Han (UIUC)

Proc. 2012 Int. Conf. on Very Large Data Bases
(VLDB’12/PVLDB)

2012-01-03

Truth, Lies, and Credibility: A study of credibility
representation in data analytics.

James Schaffer (UCSB); Tarek Abdelzaher (UIUC); Debra
Jones (SAT); Tobias Hollerer (UCSB); Cleotilde Gonzalez (CMU); John ODonovan
(UCSB)

CogSIMA 2014

2013-11-01

Content-centric flow mining for influence analysis in
social streams

Karthik Subbian (University of Minnesota); Charu Aggarwal
(IBM); Jaideep Srivastava (UMN)

CIKM

2013-09-19

Querying and Tracking Influencers in Social Streams

Karthik Subbian (University of Minnesota); Charu C.
Aggarwal (IBM T J Watson Research Center); Jaideep Srivastava (University of
Minnesota)

WSDM 16 Proceedings of the Ninth ACM International
Conference on Web Search and Data Mining

2016-02-22

Rare Class Detection in Networks

Karthik Subbian (); Charu Aggarwal (IBM); Jaideep
Srivastava (UMN); Vipin Kumar ()

2015 SIAM International Conference on Data Mining

2016-01-11

Mechanism Design for Multi-Type Housing Markets

Sujoy Sikdar (RPI); Sibel Adali (RPI); Lirong Xia (RPI)

AAAI

2016-11-19

Optimal Decision Making with CP-nets and PCP-nets

Lirong Xia (RPI); Sibel Adali (RPI); Sujoy Sikdar (RPI)

AAMAS 2017

2017-01-25

Solving Temporal Team Assignment Problems using a Markov
Decision Process Framework

Aaron Schecter (Northwestern University); Prithwish Basu
(BBN); Noshir Contractor (NWU)

INSNA Sunbelt 2016

2016-04-06

Co-Author Relationship Prediction in Heterogeneous
Bibliographic Networks

Yizhou Sun (UIUC); Rick Barber (UIUC); Manish Gupta
(University of Illinois at Urbana Champai); Charu Aggarwal (IBM); Jiawei Han
(UIUC)

Int. Conf. on Advances in Social Network Analysis and
Mining (ASONAM’11)

2011-07-25

Hierarchical In-Network Attribute Compression via
Importance Sampling

Arlei Silva (UCSB); Petko Bogdanov (UCSB); Ambuj Singh
(UCSB)

International Conference on Data Engineering

2015-04-13

A Multi-Relational Event Model for Understanding Channel
Selection

Aaron Schecter (Northwestern University); Noshir
Contractor (NWU)

INSNA Sunbelt XXXV

2015-06-24

A robust framework for event prediction in partially
unobserved networks

Aaron Schecter (Northwestern University); Noshir
Contractor (NWU)

INFORMS Annual Meeting, Philadelphia 2015

2015-11-04

Forming and Performing: How Group Structure Evolves in
Successful Multiteam Systems

Aaron Schecter (NWU); Noshir Contractor (NWU)

Academy of Management Annual Meeting

2015-08-07

A multi relational event network approach to studying
channel selection in teams

Aaron Schecter (Northwestern University); Noshir Contractor
(NWU)

Academy of Management Annual Conference 2016

2016-04-04

Modeling the joint dynamics of relational events and
individual states

Noshir Contractor (Northwestern University); Aaron
Schecter (Northwestern University)

2016 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining (ASONAM)

2016-08-18

Modeling the Coevolution of Event Networks and States with
Application to Team Process

Noshir Contractor (NWU); Aaron Schecter (Northwestern
University)

INSNA Sunbelt

2016-04-05

Modeling Information Propagation in Overlapping and
Adaptive Social, Information, and Communication Networks

Lisa Scott (ARL); Kevin Chan (ARL); Will Dron (BBN); Alice
Leung (BBN); David Alberts (IDA)

2015 International Command and Control Research and
Technology Symposium (ICCRTS 2015)

2015-06-16

Command and Control Agility Experiments for Multigenre
Networks

Alice Leung (BBN); Kevin Chan (ARL); Lisa Scott (ARL);
Will Dron (BBN)

INSNA Sunbelt

2016-04-05

Framework for Simulation and Multi-Genre Network
Experimentation

Lisa Scott (ARL); Kevin Chan (ARL); Alice Leung (BBN);
Will Dron (BBN); John Hancock (ArtisTech)

2015 SISO Fall Simulation Interoperability Workshop (SIW)

2015-08-31

A Framework for Tuning Posterior Entropy in Unsupervised
Learning

Rajhans Samdani (UIUC); Ming-Wei Chang (Microsoft); Dan
Roth (UIUC)

ICML (International Conference on Machine Learning)

2012-06-26

Unified Expectation Maximization

Rajhans Samdani (UIUC); MIng-Wei Chang (UIUC); Dan Roth
(UIUC)

NAACL

2012-06-03

A Discriminative Latent Variable Model for Clustering of
Streaming Data with Application to Coreference Resolution

Rajhans Samdani (UIUC); Kai-Wei Chang (UIUC); Dan Roth
(UIUC)

International Conference on Machine Learning Workshop on
Inferning

2013-06-21

A Discriminative Latent Variable Model for Online
Clustering

Rajhans Samdani (UIUC); Kai-Wei Chang (UIUC); Dan Roth
(UIUC)

International Conference on Machine Learning (ICML)

2014-06-21

PReP: Path-Based Relevance from a Probabilistic
Perspective in Heterogeneous Information Networks

Yu Shi (University of Illinois); Po-Wei Chan (University
of Illinois); Honglei Zhuang (University of Illinois); Huan Gui (University
of Illinois); Jiawei Han (UIUC)

Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’17)

2017-08-07

Graph Wavelets via Sparse Cuts

Arlei Silva (UCSB); Xuan-Hong Dang (UCSB); Prithwish Basu
(BBN); Ambuj Singh (UCSB); Ananthram Swami (ARL)

International Conference on Knowledge Discovery and Data
Mining

2016-05-12

The Signatures of Success in Teams & Multliteam
Systems (MTS)

Aaron Schecter (NWU); Leslie DeChurch (GaTech); Noshir
Contractor (NWU)

Academy of Management Annual Conference

2014-08-01

Distributed Storage Codes Reduce Latency in Vehicular
Networks

M Sathiamoorthy (USC); A Dimakis (USC); Bhaskar
Krishnamachari (USC); Bai Fan (GM)

IEEE Infocom Minisymposium

2011-12-15

Vox Expertorum: Detecting and Linking the Collective
Response of Experts to Market Volatility

Serguei Saavedra (NWU); Jordi Duch (Universitat Rovira i
Virgili,); Brian Uzzi (NWU)

Society for Quantitative Analysis

2011-04-21

The structures of leadership reliance networks that
facilitate innovation in multiteam systems

Noshir Contractor (NWU); Stephen Zaccaro (George Mason
University); Leslie DeChurch (GaTech); Sophia Sullivan (NWU)

INSNA Sunbelt XXXIV

2014-02-20

CoreScope: Graph Mining Using k-Core Analysis – Patterns,
Anomalies and Algorithms

Kijung Shin (CMU); Tina Eliassi-Rad (Northeastern);
Christos Faloutsos (CMU)

IEEE International Conference on Data Mining (ICDM) 2016

2016-12-12

A BSP Approach to Composite Network Analysis

Mudhakar Srivatsa (IBM); Raghu Ganti (IBM); Steve Borbash
(DoD); Dakshi Agrawal (IBM)

2014-01-27

Provenance-driven Data Dissemination in Disruption
Tolerant Networks

Mudhakar Srivatsa (IBM); Wei Gao (PSU); Arun Iyengar (IBM)

Fusion 2011

2011-03-21

Getting the Message? A Study of Explanation Interfaces for
Microblog Data Analysis

James Schaffer (UCSB); Prasanna Giridhar (UIUC); Debra
Jones (SAT); Tobias Hollerer (UCSB); Tarek Abdelzaher (UIUC); John ODonovan
(UCSB)

ACM Conference on Intelligent User Interfaces (IUI 2015)

2015-03-29

Minimum Latency Data Diffusion in Intermittently Connected
Mobile Networks

Maheswaran Sathiamoorthy (USC); Wei Gao (PSU); Bhaskar
Krishnamachari (USC); Guohong Cao (PSU)

IEEE Vehicular Technology Conference

2012-10-02

On the Limits of Subsampling of Location Traces

Raghu Ganti (IBM); Mudhakar Srivatsa (IBM); Prasant
Mohapatra (UCD)

IEEE ICDCS 2017

2015-10-01

Map Matching: Facts and Myths

Mudhakar Srivatsa (IBM); Raghu Ganti (IBM); Jingjing Wang
(UIUC)

SIGSPATIAL 2013

2013-04-01

ASPEM: Embedding Learning by Aspects in Heterogeneous
Information Networks

Yu Shi (UIUC); Huan Gui (Facebook); Qi Zhu (UIUC); Lance
Kaplan (ARL); Jiawei Han (UIUC)

Proc. of 2018 SIAM Int. Conf. on Data Mining (SDM’18)

2018-05-03

When Will It Happen? Relationship Prediction in
Heterogeneous Information Networks

Yizhou Sun (UIUC); Jiawei Han (UIUC); Charu Aggarwal
(IBM); Nitesh Chawla (ND)

Proc. 2012 ACM Int. Conf. on Web Search and Data Mining
(WSDM’12)

2012-02-14

M-Zoom: Fast Dense-Block Detection in Tensors with Quality
Guarantees

Kijung Shin (CMU); Bryan Hooi (CMU); Christos Faloutsos
(CMU)

European Conference on Machine Learning and Principles and
Practice of Knowledge Discovery in Databases (ECML-PKDD)

2016-09-19

A Fast Kernel for Attributed Graphs

Yu Su (UCSB); Fangqiu Han (UCSB); Richard Harang (ICF
International/ARL); Xifeng Yan (UCSB)

SIAM Data Mining 2016

2016-05-05

PowerCast: Mining and Forecasting Power Grid Sequences

Larry Pileggi (CMU); Amritanshu Pandey (CMU); Marko
Jereminov (CMU); Bryan Hooi (CMU); Hyun Ah Song (CMU); Christos Faloutsos
(CMU)

PKDD

2017-07-23

DenseAlert: Incremental Dense-Subtensor Detection in
Tensor Streams

Jisu Kim (CMU); Bryan Hooi (CMU); Kijung Shin (CMU);
Christos Faloutsos (CMU)

ACM SIGKDD Conference on Knowledge Discovery and Data
Mining (KDD) 2017

2017-08-14

D-Cube: Dense-Block Detection in Terabyte-Scale Tensors

Jisu Kim (CMU); Bryan Hooi (CMU); Kijung Shin (CMU);
Christos Faloutsos (CMU)

ACM International Conference on Web Search and Data Mining
(WSDM) 2017

2017-02-06

Quality of Information based Data Selection and
Transmission in Wireless Sensor Networks

Lu Su (UIUC); Shaohan Hu (UIUC); Shen Li (UIUC); Feng
Liang (UIUC); Jing Gao (U. Buffalo); Tarek Abdelzaher (UIUC); Jiawei Han
(UIUC)

IEEE Real-time Systems Symposium

2012-12-05

Time-Average Optimization with Nonconvex Decision Set and
its Convergence

Sucha Supittayapornpong (USC); Longbo Huang (USC); Mike
Neely (USC)

IEEE Conference on Decision and Control

2014-07-25

Hypothetical Recommendation

James Schaffer (UCSB); Tobias Hollerer (UCSB); John
ODonovan (UCSB)

American Society for Artificial Intelligence, FLAIRS
Conference 2015

2015-01-04

An Analysis of Student Behavior in Two Massive Open Online
Courses

James Schaffer (UCSB); Brandon Huynh (UCSB); John ODonovan
(UCSB); Tobias Hollerer (UCSB); Yinglong Xia (IBM); Wan-Yi Lin (IBM)

ASONAM

2016-07-01

Want to be retweeted? large scale analytics on factors
impacting retweet in twitter network

Peter Pirolli (PARC); Lichan Hong (PARC); Bongwon Suh
(PARC); Ed Chi (PARC)

2010 IEEE Second International Conference on Social
Computing (SocialCom),

2010-08-20

Truthful Prioritization Schemes for Spectrum Sharing

Victor Shnayder (Harvard); Jeremy Hoon (Harvard); David
Parkes (Harvard); Vikas Kawadia (BBN)

NetEcon: Workshop on the Economics of Networks, Systems
and Computation

2012-03-30

Modeling Player Performance in Massively Multiplayer
Online Role-Playing Games: The Effects of Diversity in Mentoring Network

Kyong Shim (University of Minnesota); Kuo-Wei Hsu
(National Chengchi University); Jaideep Srivastava (University of Minnesota)

The 2011 International Conference on Advances in Social
Networks Analysis and Mining, Kaohsiung, Taiwan, July 25-27, 2011.

2011-07-26

An Exploratory Study of Player Performance, Motivation,
and Enjoyment in Massively Multiplayer Online Role-Playing Games

Kyong Shim (University of Minnesota); Kuo-Wei Hsu
(National Chengchi University); Jaideep Srivastava (University of Minnesota)

Proceedings of the IEEE Social Computing (SocialCom-11).
Boston, Massachusetts, USA, October 9-11, 2011.

2011-10-10

Effects of Mentoring on Player Performance in Massively
Multiplayer Online Role-Playing Games (MMORPGs)

Kyong Shim (University of Minnesota); Kuo-Wei Hsu
(National Chengchi University); Jaideep Srivastava (University of Minnesota)

The 2011 International Conference on Advances in Social
Networks Analysis and Mining, Kaohsiung, Taiwan, July 25-27, 2011.

2011-07-26

A Probabilistic Model for Linking Named Entities in Web
Text with Heterogeneous Information Networks

Wei Shen (Tsinghua); Jiawei Han (UIUC); Jianyong Wang
(Tsinghua)

Proc. of 2014 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’14)

2014-06-22

Global Relation Embedding for Relation Extraction

Huan Sun (UCSB); Izzeddin Gur (UCSB); Semih Yavuz (UCSB);
Liu Honglei (UCSB); Yu Su (UCSB); Xifeng Yan (UCSB)

Proc. of the 16th North American Chapter of ACL: Human
Language Technologies

2018-06-01

PathSim: Meta Path-Based Top-K Similarity Search in
Heterogeneous Information Networks

Yizhou Sun (UIUC); Jiawei Han (UIUC); Xifeng Yan (UCSB);
Philips Yu (University of Illinois at Chicago); Tianyi Wu (Microsoft
Corporation)

Proc. of 2011 Int. Conf. on Very Large Data Bases
(VLDB’11)

2011-08-29

On Schedulability and Time Composability of Data Aggregation
Networks

Fatimah Saremi (UIUC); Praveen Jayachandran (IBM); Forrest
Iandola (UIUC); Md Yusuf Sarwar Uddin (UIUC); Tarek Abdelzaher (UIUC); Aylin
Yener (PSU)

Proceedings of The Fourth International Workshop on
Information Quality and Quality of Service for Pervasive Computing (IQ2S) in
Conjunction with IEEE PERCOM 2012

2012-07-01

Interactive Interfaces for Network Analysis: An
Information Credibility Perspective.

James Schaffer (UCSB); Byungkyu Kang (UCSB); Siyu Gu
(UIUC); Hengchang Liu (UIUC); Chenji Pan (UIUC); Tobias Hollerer (UCSB); John
ODonovan (UCSB)

In Proceedings of the 5th International Workshop on
Information Quality and Quality of Service for Pervasive Computing. At PerCom
2013, San Diego, March 2013 (Invited paper) (to appear)

2013-03-22

Think before You Discard: Accurate Triangle Counting in
Graph Streams with Deletions

Bryan Hooi (CMU); Jisu Kim (CMU); Kijung Shin (CMU); Christos
Faloutsos (CMU)

ECML-PKDD

2018-09-20

Exposing Complex Bug-Triggering Conditions in Distributed
Systems via Graph Mining

Eunsoo Seo (UIUC); Maifi Khan (UIUC); Prasant Mohapatra
(UCD); Jiawei Han (UIUC); Tarek Abdelzaher (UIUC)

International Conference on Parallel Processing (ICPP)

2011-09-14

Understanding Information Credibility on Twitter

Sujoy Sikdar (RPI); Byungkyu Kang (UCSB); John ODonovan
(UCSB); Tobias Hollerer (UCSB); Sibel Adali (RPI)

SocialCom 2013

2013-09-09

On Amortizing Inference Cost for Structured Prediction

Vivek Srikumar (UIUC); Gourab Kundu (UIUC); Dan Roth
(UIUC)

EMNLP (Empirical Methods in Natural Language Processing)

2012-07-12

From Monte Carlo to Las Vegas: Improving Restricted
Boltzmann Machine Training through Stopping Sets

Bruno Ribeiro (Purdue); Mayank Kakodar (Purdue); Pedro
Savarese (University of Chicago)

AAAI 2018

2017-11-08

Predicting Small Group Accretion in Social Networks: A
topology based incremental approach

Ankit Sharma (University of Minnesota); Rui Kuang (UMN);
Jaideep Srivastava (UMN)

ASONAM 2015

2015-08-25

Distributed Graph Query Processing in Dynamic Networks

Mudhakar Srivatsa (IBM); Vikas Kawadia (BBN); Sheng-qi
Yang (UCSB)

International Workshop on Information Quality and Quality
of Service for Pervasive Computing

2012-03-19

Efficient Tracking and Querying for Coordinated Uncertain
Mobile Objects

Ambuj Singh (UCSB); Nicholas Larusso (UCSB)

IEEE International Conference on Data Engineering

2012-11-13

Diverse Opinion Mining

Mudhakar Srivatsa (IBM); Sihyung Lee (IBM); Tarek
Abdelzaher (UIUC)

MILCOM 2012

2012-04-06

OEC: Open-Ended Classification for Future-Proof Link Fraud
Detection

Christos Faloutsos (CMU); Alex Beutel (Google); Hemank
Lamba (CMU); Neil Shah (CMU)

2017-07-24

Modeling the emergence of leadership reliance networks.

Sophia Sullivan (Northwestern university); Alina Lungeanu
(Northwestern University); Leslie DeChurch (Georgia Tech University); Noshir
Contractor (Northwestern University)

INFORMS Annual Meeting

2013-10-06

Using Relational Event Networks to Understand Team &
Multiteam System Interaction Processes

Aaron Schecter (NWU); Roger Leenders (Tilburg University);
Leslie DeChurch (GaTech); Noshir Contractor (NWU)

INSNA Sunbelt XXXIV

2014-02-18

An Agent-Based Model (ABM) of the Emergence of Leadership
for Innovation in Multiteam Systems

Sophia Sullivan (NWU); Alina Lungeanu (NWU); Leslie
DeChurch (GaTech); Noshir Contractor (NWU)

29th Annual Conference of the Society for Industrial and
Organizational Psychology

2014-05-15

Sequential Structural Signatures of Success in Teams and
Multiteam Systems

Aaron Schecter (NWU); Roger Leenders (Tilburg University);
Leslie DeChurch (GaTech); Noshir Contractor (NWU)

International Communication Association Annual Conference

2014-05-30

Learning Named Entity Tagger using Domain-Specific
Dictionary

Jiawei Han (UIUC); Teng Ren (CooTek Inc.); Liyuan Liu
(UIUC); Xiaotao Gu (University of Illinois at Urbana Champai); Xiang Ren
(USC); Jingbo Shang (UIUC)

Proc. of 2018 Conf. on Empirical Methods in Natural
Language Processing (EMNLP’18)

2018-10-31

Generalized Decision Aggregation in Distributed Sensing
Systems

Lu Su (U. Buffalo); Qi Li (U. Buffalo); Shaohan Hu (UIUC);
Shiguang Wang (UIUC); Jing Gao (U. Buffalo); Hengchang Liu (UIUC); Tarek
Abdelzaher (UIUC); Jiawei Han (UIUC); Xue Liu (McGill); Yan Gao (Accenture
Technology Lab); Lance Kaplan (ARL)

IEEE Real-time System Symposium (RTSS)

2014-12-02

Employing Argumentation to Support Human Decision Making:
A User Study

Jordan Salvit (CUNY Brooklyn College); Zimi Li (CUNY);
Senni Perumal (BBN); Jennifer Mangels (CUNY); Simon Parsons (CUNY); Elizabeth
Sklar (CUNY)

International Workshop on Argumentation in Multiagent
Systems

2014-05-05

Mining Entity Synonyms with Efficient Neural Set
Generation

Brian Sadler (ARL); Michelle Vanni (ARL); Xiang Ren
(UIUC); Ruiliang Lyu (SJTU); Jiaming Shen (UIUC); Jiawei Han (UIUC)

The Thirty-Third AAAI Conference on Artificial
Intelligence (AAAI-19)

2019-01-27

Reachability Analysis and Modeling of Dynamic Event
Networks

Ambuj Singh (UCSB); Kathy Macropol (UCSB)

European Conference on Machine Learning (ECML)

2012-11-13

Identifying Rumors and their Sources in Social Networks

Eunsoo Seo (UIUC); Prasant Mohapatra (UCD); Tarek
Abdelzaher (UIUC)

SPIE Defense, Security, and Sensing (Ground/Air
Multisensor Interoperability, Integration, and Networking for Persistent ISR
III)

2012-04-24

Leveraging Knowledge for Path Exposure

Tarek Abdelzaher (UIUC); Amotz Bar-Noy (CUNY); Jie Mei
(CUNY); Simon Shamoun (CUNY)

The International Conference on Distributed Computing in
Sensor Systems (DCOSS ’18)

2018-06-19

It’s Not Just What You Say – But Who You Say it to that
Matters in MTSs: Conjoint Structural and Semantic Analyses of MTS
Communications

Aaron Schecter (Northwestern University); John Mathieu
(UCONN); Noshir Contractor (NWU)

INGRoup Annual Conference

2015-07-23

Mining Big Time-series Data on the Web

Yasushi Sakurai (Kumamoto University); Yasuko Matsubara
(Kumamoto University); Christos Faloutsos (Carnegie Mellon University)

WWW 16 Companion Proceedings of the 25th International
Conference Companion on World Wide Web

2016-04-11

Exploring Dependencies of Networks of Multi-Genre Network
Experiments

Lisa Scott (ARL); Kelvin Marcus (ARL); Rommie Hardy (ARL);
Kevin Chan (ARL)

MILCOM

2016-08-03

Understanding Interactions between Social, Information,
and Communication Networks

Lisa Scott (ARL); Kelvin Marcus (ARL); Rommie Hardy (ARL);
Kevin Chan (ARL); Alice Leung (BBN); Will Dron (BBN)

ICCRTS

2016-07-15

FlexiWeb: Network-Aware Compaction for Accelerating Mobile
Web Transfers

Ramesh Govindan (USC); Srikanth Krishnamurthy (UCR);
Harsha Madhyastha (UCR); Shailendra Singh (UCR)

Proc. ACM MobiCom 2015

2015-06-01

Quality of Information Maximization in Two-Hop Wireless
Networks

Sucha Supittayapornpong (USC); Mike Neely (USC)

IEEE International Conference on Communications (ICC)

2012-06-01

Integrating Meta-Path Selection with User-Guided Object
Clustering in Heterogeneous Information Networks

Yizhou Sun (UIUC); Brandon Norick (UIUC); Jiawei Han
(UIUC); Xifeng Yan (UCSB); Philip S. Yu (UIC); Xiao Yu (UIUC)

Proc. of 2012 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’12)

2012-08-13

Easy to Please: Separating User Experience from Choice
Satisfaction

James Schaffer (UCSB); John ODonovan (UCSB); Tobias
Hollerer (UCSB)

ACM International Conference on User Modeling and
Personalization (UMAP 2018), Singapore.

2018-04-12

An Analysis of Topical Proximity in the Twitter Social
Graph

Markus Schall (UCD); John ODonovan (UCSB); Barry Smyth
(UCD)

The 4th International Conference on Social Informatics
(SOCINFO 2012), 5–7 December 2012.

2012-09-03

MACFP: Maximal Approximate Consecutive Frequent Pattern
Mining under Edit Distance

Jian Peng (University of Illinois); Jingbo Shang
(University of Illinois); Jiawei Han (UIUC)

Proc. of 2016 SIAM Int. Conf. on Data Mining (SDM’16)

2016-05-05

Argumentation-Based Model of Social Interaction

Elizabeth Sklar (CUNY); Simon Parsons (CUNY); Munindar
Singh (NCSU)

Workshop on Argumentation in Multiagent Systems

2013-05-06

Efficient Decomposed Learning for Structured Prediction

Rajhans Samdani (UIUC); Dan Roth (UIUC)

ICML

2012-06-26

On Dataless Hierarchical Text Classification

Yangqiu Song (UIUC); Dan Roth (UIUC)

Annual Meeting of the Association for the Advancement of
Artificial Intelligence (AAAI)

2014-07-31

Mining Entity-Relation-Attribute Structures from Massive
Text Data

Jingbo Shang (University of Illinois, Urbana-Champaign);
Xiang Ren (University of Illinois at Urbana-Champai); Meng Jiang (UIUC);
Jiawei Han (UIUC)

Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’17) (tutorial)

2017-08-07

FacetGist : Collective Extraction of Document Facets in
Large Technical Corpora

Aditya Parameswaran (University of Illinois); Xiang Ren
(University of Illinois); Tarique Siddiqui (University of Illinois); Jiawei
Han (UIUC)

Proc. of 2016 ACM Int. Conf. on Information and Knowledge
Management (CIKM’16)

2016-10-24

Understanding Co-evolution in Large Multi-relational
Social Networks

Ayush Singhal (UMN); Atanu Roy (UMN); Jaideep Srivastava
(UMN)

Information Reuse and Integration (IRI), 2014 IEEE 15th
International Conference on

2014-08-15

Team Performance Prediction in Massively Multiplayer
Online Role-Playing Games (MMORPGs)

Kyong Jin Shim (University of Minnesota); Jaideep
Srivastava (UMN)

2010-08-22

Sequence Alignment Based Analysis of Player Behavior in
Massively Multiplayer Online Role-Playing Games (MMORPGs)

Kyong Jin Shim (University of Minnesota); Jaideep
Srivastava (UMN)

2010-12-17

The Semantic Underpinnings of Team Process

Aaron Schecter (Northwestern University); Yiheng Sun
(Northwestern University); Leslie DeChurch (GaTech); Noshir Contractor (NWU)

INGRoup Annual Conference 2016

2016-04-04

Multilayer MANET Routing with Social-Cognitive Learning

Bolek Szymanski (RPI); Derya Cansever (U.S. Army CERDEC);
Mitesh Patel (U.S. Army CERDEC); Bart Panettieri (U.S. Army CERDEC); Sohraab
Soltani (Intelligent Automation, Inc); Sharon Mackey (U.S. Army CERDEC);
Tugba Erpek (Intelligent Automation, Inc); Yalin Sagduyu (Intelligent
Automation, Inc); Yi Shi (Intelligent Automation, Inc); Guohong Cao (PSU)

Proceeding of the Military Communication Conference,
MILCOM, Baltimore, MD, October 23-25, 2017, pp. 103-108.

2017-11-17

Market Mechanisms for Value of Information Driven Resource
Allocation in Sensor Networks

Bolek Szymanski (RPI); Yousaf Shah (RPI); Sahin Geyik
(RPI); Sanmay Das (RPI); Meenal Chhabra (RPI); Petros Zerfos (IBM)

The Third International Workshop on Information Quality and
Quality of Service for Pervasive Computing, IEEE Percom 2011, Seattle, WA,
March 21, 2011, pp. 62-67

2011-03-21

Analyzing Expert Behaviors in Collaborative Networks

Huan Sun (UCSB); Mudhakar Srivatsa (IBM); Lance Kaplan
(ARL); Xifeng Yan (UCSB)

ACM KDD 2014

2014-02-28

Spectral Algorithms for Temporal Graph Cuts

Arlei Silva (UCSB); Ambuj Singh (UCSB); Ananthram Swami
(ARL)

The Web Conference

2018-04-23

Investigating Rumor News Using Agreement-Aware Search

Jingbo Shang (UIUC); Jiaming Shen (UIUC); Tianhang Sun
(UIUC); Xingbang Liu (UIUC); Anja Gruenheid (Google); Flip Korn (Google
Research); Ádám Lelkes (Google Research); Cong Yu (Google Research); Jiawei
Han (UIUC)

Proc. of 2018 ACM Int. Conf. on Information and Knowledge
Management (CIKM’18)

2018-10-26

On Generating Characteristic-rich Question Sets for QA
Evaluation

Yu Su (); Huan Sun (); Brian Sadler (ARL); Mudhakar Srivatsa
(IBM); Izzeddin Gur (); Zenhui Yan (); Xifeng Yan (UCSB)

EMNLP16

2016-11-01

A Configurable Natural Language Question Benchmark for
Knowledge Bases

Yu Su (UCSB); Huan Sun (UCSB); Brian Sadler (ARL);
Mudhakar Srivatsa (IBM); Izzeddin Gur (UCSB); Zenghui Yan (UCSB); Xifeng Yan
(UCSB)

ACM SIGMOD 2016

2016-11-07

On the influence of committed minorities on social
consensus

Bolek Szymanski (RPI); Sameet Sreenivasan (RPI); Jierui
Xie (RPI); Weituo Zhang (RPI); Jeffrey Emenheiser (RPI); Matthew Kirby (RPI);
Chjan Lim (RPI); Gyorgy Korniss (RPI)

HFM-201 Specialist Meeting

2012-04-18

Local Algorithms for Sensor Selection

Amotz Bar-Noy (CUNY); Tarek Abdelzaher (UIUC); Tianyi Tu
(CUNY); Simon Shamoun (CUNY)

The 21st ACM International Conference on Modeling,
Analysis and Simulation of Wireless and Mobile Systems (MSWiM) 2018

2018-07-17

BrainQuest: Perception-Guided Brain Network Comparison

Lei Shi (SKLCS, Institute of SoftwarenChinese Academy of
SciencesnBeijing, China); Hanghang Tong (Arizona State University); Xinzhu Mu
(Tsinghua UniversitynBeijing, China)

2015 IEEE International Conference on Data Mining (ICDM)

2015-11-14

DPClass: An Effective but Concise Discriminative
Patterns-Based Classification Framework

Jian Peng (University of Illinois); Wenzhu Tong
(University of Illinois); Jingbo Shang (University of Illinois); Jiawei Han
(UIUC)

Proc. of 2016 SIAM Int. Conf. on Data Mining (SDM’16)

2016-05-05

Ask not what Textual Entailment can do for you…

Mark Sammons (UIUC); Vinod Vydiswaran (UIUC); Dan Roth
(UIUC)

2010-07-16

Reliability Prediction of Webpages in the Medical Domain

Parikshit Sondhi (UIUC); Vinod Vydiswaran (UIUC);
Chengxiang Zhai (UIUC)

European Conference on Information Retrieval

2012-04-01

SetExpan: Corpus-based Set Expansion via Context Feature
Selection and Rank Ensemble

Jiaming Shen (University of Illinois); Zeqiu Wu
(University of Illinois); Dongming Lei (University of Illinois); Jingbo Shang
(University of Illinois, Urbana-Champaign); Xiang Ren (University of Illinois
at Urbana-Champai); Jiawei Han (UIUC)

Proc. of 2017 European Conf. on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD’17)

2017-09-18

Optimizing Source Selection in Social Sensing in the Presence
of Influence Graphs

Tarek Abdelzaher (UIUC); Md Tanvir Amin (UIUC); Yiran Zhao
(UIUC); Shuochao Yao (University of Illinois Urbana Champaign); Shen Li
(University of Illinois at Urbana-Champai); Shiguang Wang (UIUC); Huajie Shao
(UIUC); Lance Kaplan (ARL)

37th IEEE International Conference on Distributed
Computing Systems (ICDCS)

2017-06-12

HiExpan: Task-Guided Taxonomy Construction by Hierarchical
Tree Expansion

Jiaming Shen (UIUC); Zeqiu Wu (UIUC); Dongming Lei (UIUC);
Chao Zhang (UIUC); Xiang Ren (USC); Michelle Vanni (ARL); Brian Sadler (ARL);
Jiawei Han (UIUC)

Proc. of 2018 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’18)

2018-08-19

Open domain short text conceptualization: A generative+
descriptive modeling approach

Yangqiu Song (UIUC); Shusen Wang (); Haixun Wang ()

24th International Conference on Artificial Intelligence.

2015-06-01

Optimal Decision Making with CP-nets and PCP-nets
(Extended Abstract)

Sujoy Sikdar (RPI); Lirong Xia (RPI); Sibel Adali (RPI)

AAMAS Explore 2017 Workshop

2017-03-22

Entity Set Search of Scientific Literature: An
Unsupervised Ranking Approach

Saurabh Sinha (UIUC); Jingbo Shang (UIUC); Xinwei He
(UIUC); Jinfeng Xiao (UIUC); Jiaming Shen (UIUC); Jiawei Han (UIUC)

Proc. of 2018 Int. ACM SIGIR Conf. on Research and
Development in Information Retrieval (SIGIR’18)

2018-07-08

Relay Selection for Flexible Multihop Communication via
Competitive Spectrum Leasing

Igor Stanojev (PSU); Aylin Yener (PSU)

IEEE International Conference on Communications (ICC) 2013

2013-06-09

Cross-domain Semantic Parsing via Paraphrasing

Xifeng Yan (UCSB); Yu Su (UCSB)

Proc. of the 2017 Conf. on Empirical Methods in Natural
Language Processing

2017-06-30

Hierarchical Aggregate Classification with Limited
Supervision for Data Reduction in Wireless Sensor Networks

Lu Su (UIUC); Yong Yang (UIUC); Bolin Ding (UIUC); Jing
Gao (UIUC); Tarek Abdelzaher (UIUC); Jiawei Han (UIUC)

ACM Sensys

2011-11-30

Exploiting Relevance Feedback in Knowledge Graph Search

Yu Su (UCSB); Sheng-qi Yang (UCSB); Huan Sun (UCSB);
Mudhakar Srivatsa (IBM); Sue Kase (ARL); Michelle Vanni (ARL); Xifeng Yan
(UCSB)

ACM International Conf. on Knowledge Discovery and Data
Mining

2015-08-10

A Constrained Maximum Likelihood Estimator for Unguided
Social Sensing

Huajie Shao (UIUC); Shuochao Yao (UIUC); Yiran Zhao
(UIUC); Chao Zhang (UIUC); Jinda Han (UIUC); Lance Kaplan (ARL); Lu Su (U.
Buffalo); Tarek Abdelzaher (UIUC)

IEEE Infocom

2018-04-18

Easing Embedding Learning by Comprehensive Transcription
of Heterogeneous Information Networks

Yu Shi (UIUC); Qi Zhu (UIUC); Fang Guo (UIUC); Chao Zhang
(UIUC); Jiawei Han (UIUC)

Proc. of 2018 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’18)

2018-08-19

Towards Multidimensional Analysis of Text Corpora

Jiaming Shen (UIUC); Chao Zhang (UIUC); Jingbo Shang
(UIUC); Jiawei Han (UIUC)

Proc. of 2018 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’18) (Conference Tutorial)

2018-08-19

Sampling Node Pairs Over Large Graphs

Don Towsley (UMASS)

2013 International Conference on Data Engineering

2012-09-30

MATRI: A Multi-Aspect and Transitive Trust Inference Model

Hanghang Tong (IBM)

www 2013

2013-05-14

Diffusion-Convolutional Neural Networks

Don Towsley (UMASS); James Atwood (UMASS)

NIPS 2016

2016-12-05

Ranking in Heterogeneous Social Media

Min-Hsuan Tsai (UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

Web Search and Data Mining Conference

2013-12-04

On classification of social streams

Min-Hsuan Tsai (UIUC); Charu Aggarwal (IBM); Thomas Huang
(UIUC)

SIAM Conference on Data Mining

2015-04-23

Recommendations in signed social networks

Jiliang Tang (Yahoo Labs); Charu Aggarwal (IBM T.J. Watson
Research Center); Huan Liu (Arizona State University)

WWW 16 Proceedings of the 25th International Conference on
World Wide Web

2016-04-11

Node classification in signed social networks

Jiliang Tang (Yahoo! Labs); Charu Aggarwal (IBM T.J.
Watson Research Center); Huan Liu (Arizona State University)

Proceedings of the 2016 SIAM International Conference on
Data Mining

2016-05-05

RAM: Role Representation and Identification from combined
Appearance and Activity Maps

Jeffrey Fried (Santa Barbara Cottage Hospital); Archith
Bency (UCSB); Carlos Torres (UCSB); B Manjunath (UCSB)

International Conference on Distributed Smart Cameras 2017

2017-09-05

NewsNetExplorer: Automatic Construction and Exploration of
News Information Networks

Fangbo Tao (UIUC); George Brova (UIUC); Jiawei Han (UIUC);
Heng Ji (RPI); Yizhou Sun (Northeastern)

Proc. of 2014 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’14)

2014-06-22

Negative Link Prediction in Social Media

Jiliang Tang (Arizona State Univ); Shiyu Chang (UIUC);
Charu Aggarwal (IBM); Huan Liu (ASU)

Web Search and Data Mining Conference

2015-02-05

A system of argumentation for reasoning about trust

Yuqing Tang (CUNY); Kai Cai (CUNY); Elizabeth Sklar
(CUNY); Peter McBurney (Kings College, London); Simon Parsons (CUNY)

8th European Workshop on Multiagent Systems

2011-04-21

A prototype system for argumentation-based reasoning about
trust

Yuqing Tang (CUNY); Kai Cai (CUNY); Elizabeth Sklar
(CUNY); Simon Parsons (CUNY)

9th European Workshop on Multiagent Systems

2011-11-14

Origins of Omission and Commission Errors in Perceptions
of Group Communication Networks

Noshir Contractor (NWU); Leslie DeChurch (Northwestern
University); Kyosuke Tanaka (Northwestern University)

68th Annual Conference of the International Communication
Association

2018-05-26

The Ties that Form Teams: Self-Organization, Homophily,
and Multiplexity

Dan Newman (UICU); Leslie DeChurch (Northwestern
University); Marlon Twyman (Northwestern University); Noshir Contractor
(Northwestern University)

INGRoup

2016-07-21

IntruMine: Mining Intruders in Untrustworthy Data of
Cyber-Physical Systems

Lu An Tang (UIUC); Quanquan Gu (UIUC); Xiao Yu (UIUC);
Jiawei Han (UIUC); Thomas La Porta (PSU); Alice Leung (BBN); Tarek Abdelzaher
(UIUC); Lance Kaplan (ARL)

Proc. 2012 SIAM Int. Conf. on Data Mining (SDM’12)

2012-01-01

Social Media and Warning Response Impacts in Extreme
Events: Results from a Naturally Occurring Experiment Rev 5 23 August 2011

Yulia Tyshchuk (RPI); Cindy Hui (Rutgers University);
Martha Grabowski (LeMoyne College/RPI); William Wallace (RPI)

Hawaii International Conference on Systems Science (HICSS)
2012

2012-01-09

Evolution of Communities on Twitter and the Role of their
Leaders during Emergencies

Yulia Tyshchuk (RPI); Li Hao (RPI); Heng Ji (RPI); William
Wallace (RPI)

2013 IEEE/ACM International Conference on Advances in
Social Networks Analysis and Mining

2013-08-29

LinkScope: Interactive Graph Analysis of Unstructured Text

Yun Teng (UCSB); Tobias Hollerer (UCSB); John ODonovan
(UCSB)

International Workshop on Visual Text Analytics at ACM
Intelligent User Interfaces 2015.

2015-03-29

Towards Argumentation with Symbolic Dempster-Shafer
Evidence

Yuqing Tang (CUNY); Chung-wei Hang (NCSU); Simon Parsons
(CUNY); Munindar Singh (NCSU)

Proceedings of the 4th International Conference on
Computational Models of Argument

2012-09-10

Adding Smarter Systems Instead of Human Annotators:
Re-ranking for Slot Filling System Combination

Suzanne Tamang (CUNY); Heng Ji (CUNY)

Proc. CIKM2011 Workshop on Search & Mining
Entity-Relationship data

2011-05-10

6-DoS (Six Degrees of Separation): A Web-based Platform to
Conduct Small-world Experiments

Leslie DeChurch (Northwestern University); Marlon Twyman
(Northwestern University); Harshad Gado (Northwestern University); Sidhartha
Jha (Northwestern University); Kyosuke Tanaka (Northwestern University);
Noshir Contractor (NWU)

XXXVIII Sunbelt Conference of the International Network
for Social Network Analysis (INSNA)

2018-06-30

Trust and Situation Awareness in a 3-Player Diner’s
Dilemma Game

Yun Teng (UCSB); Rashaad Jones (SA Technologies); Laura
Marusich (ARL); John ODonovan (UCSB); Cleotilde Gonzalez (CMU); Tobias
Hollerer (UCSB)

International Conference on Cognition and Simulation
(CogSIMA) 2013

2013-03-12

Are Graph Neural Networks Miscalibrated?

Bruno Ribeiro (Purdue); Brian Jalaian (ARL); Leonardo
Teixeira (Purdue University)

ICML Workshop on Graph Representation Learning 2019

2019-04-26

Citation Author Topic Model in Expert Search

Yuancheng Tu (UIUC); Nikhil Johri (UIUC); Dan Roth (UIUC);
Julia Hockenmaier (UIUC)

2010-08-27

Maximizing the Relevant Diversity of Social Swarming
Information

Peter Terlecky (CUNY); Yurong Jiang (USC); Xu Xing (USC);
Amotz Bar-Noy (CUNY); Ramesh Govindan (USC)

SENSORNETS 2014

2013-11-18

Inspection Mechanisms for Community-based Content
Discovery in Microblogs

Nava Tintarev (University Of Aberdeen, UK); Byungkyu Kang
(UCSB); Tobias Hollerer (UCSB); John ODonovan (UCSB)

Joint Workshop on Interfaces and Human Decision Making for
Recommender Systems (IntRS’15), at ACM RecSys ’15

2015-09-19

Non-Negative Residual Matrix Factorization with
Application to Graph Anomaly Detection

Hanghang Tong (IBM); Ching Yung Lin (IBM)

SDM 2011

2011-04-28

EventCube: Multi-Dimensional Search and Mining of
Structured and Text Data

Fangbo Tao (UIUC); Kin Hou Lei (UIUC); Jiawei Han (UIUC);
ChengXiang Zha (UIUC); Xiao Cheng (UIUC); Marina Danilevsky (UIUC); Nihit
Desai (UIUC); Bolin Ding (MSR); Jing Ge (UIUC); Heng Ji (CUNY); Rucha Kanade
(UIUC); Anne Kao (Boeing); Qi Li (CUNY); Yanen Li (UIUC); Cindy Xide Lin
(Pinterest); Jialiu Liu (UIUC); Nikunj Oza (NASA); Ashok Srivastava (NASA);
Rod Tjoelker (Boeing); Chi Wang (UIUC); Duo Zhang (Twitter); Bo Zhao (MSR)

2013 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’13)

2013-08-13

Graph Pattern Mining and Learning through User-defined
Relations,

Carlos Teixeira (UFMG); Cotta Leonardo (Purdue); Wagner
Meira Jr. (UFMG); Bruno Ribeiro (Purdue)

ICDM 2018

2018-09-01

Information Sharing for Collective Sensemaking

Yuqing Tang (CMU); Christian Lebiere (CMU); Katia Sycara
(CMU); Don Morrison (CMU); Michael Lewis (University of Pittsburgh); Paul
Smart (University of Southampton)

HICSS 49

2016-01-08

Cognitive and Probabilistic Models of Group Decision
Making

Yuqing Tang (CMU); Christian Lebiere (CMU); Katia Sycara
(CMU); Don Morrison (Carnegie Mellon University); Paul Smart (University of
Southampton)

SBP-BRIMS 2015

2015-04-03

Power Allocation over Two identical Gilbert-Elliot Channels

Junhua Tang (SJTU); Parisa Mansourifard (USC); Bhaskar
Krishnamachari (USC)

IEEE ICC 2013 – Wireless Communications Symposium

2013-06-15

Searching Networks to Assemble Teams

Derya Cansever (CERDEC); Mudhakar Srivatsa (IBM); Liang Ma
(IBM TJ Watson Research); Marlon Twyman (Northwestern University); Noshir
Contractor (NWU)

NetSci

2017-06-19

Dempster-Shafer Argument Schemes

Yuqing Tang (CMU); Nir Oren (U. Aberdeen, UK); Simon
Parsons (CUNY); Katia Sycara (CMU)

Workshop on Argumentation in Multiagent Systems

2013-05-06

Gelling, and Melting, Large Graphs by Edge Manipulation

Hanghang Tong (IBM T.J. Watson Research); B. Aditya
Prakash (Virginia Tech); Tina Eliassi-Rad (Rutgers University); Michalis
Faloutsos (Univ. of California Riverside); Christos Faloutsos (Carnegie
Mellon University)

CIKM 2012: 245-254

2012-10-27

Deep Eye-CU (DECU): Summarization of Patient Motion in the
ICU

Carlos Torres (UCSB); Kenneth Rose (UCSB); Jeffrey Fried
(Santa Barbara Cottage Hospital); B.S. Manjunath (UCSB)

2016-07-21

Online Dating Recommendations: Matching Markets and
Learning Preferences

Kun Tu (UMASS); Bruno Ribeiro (CMU); Don Towsley (UMASS)

SRS’14

2014-04-07

Temporal Clustering in time-varying Networks with Time
Series Analysis

Kun Tu (UMASS); Bruno Ribeiro (Purdue); Don Towsley
(UMASS); Ananthram Swami (ARL)

NIPS Time Series Workshop

2017-11-22

Social Email: A Framework and Application for More
Socially-Aware Communications

Thomas Tran (UC Davis); Jeff Rowe (UCD); Felix Wu (UCD)

Social Informatics 2010

2010-10-28

Actionable information during extreme events. Case study:
Warnings and 2011 Tohoku Earthquake

Yulia Tyshchuk (RPI); William Wallace (RPI)

2012 ASE/IEEE International Conference on Social Computing

2012-09-03

The Use of Social Media by Local Government in Response to
an Extreme Event: Del Norte County, CA Response to the 2011 Japan Tsunami

Yulia Tyshchuk (RPI); William Wallace (RPI)

10th International ISCRAM Conference

2013-05-13

HoNVis: Visualizing and Exploring Higher-Order Networks

Nitesh Chawla (University of Notre Dame); Chaoli Wang
(University of Notre Dame); Jian Xu (University of Notre Dame); Jun Tao
(University of Notre Dame)

IEEE PacificVis

2017-02-01

Mining Lines in the Sand: On Trajectory Discovery From
Untrustworthy Data in Cyber-Physical System

Lu-An Tang (UIUC); Xiao Yu (UIUC); Quanquan Gu (UIUC);
Jiawei Han (UIUC); Alice Leung (BBN); Thomas La Porta (PSU)

Proc. of 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’13)

2013-08-11

Tru-Alarm: Trustworthiness Analysis of Sensor Networks in
Cyber-Physical Systems

Lu An Tang (UIUC); Xiao Yu (UIUC); Sangkyum Kim (UIUC);
Jiawei Han (UIUC); Chih-Chieh Hung (National Chiao Tung University); Wen-Chih
Peng (National Chiao Tung University)

Proc. of 2010 Int. Conf. on Data Mining (ICDM’10)

2010-12-14

Multidimensional Analysis of Atypical Events in
Cyber-Physical Data

Lu An Tang (UIUC); Xiao Yu (UIUC); Sangkyum Kim (UIUC);
Jiawei Han (UIUC); Wen-Chih Peng (National Chiao Tung University); Yizhou Sun
(UIUC); Hector Gonzalez (Google Research); Sebastian Seith (Morningstar Inc.)

Proc. 2012 IEEE Int. Conf. on Data Engineering (ICDE’12)

2012-04-01

Research-Insight: Providing Insight on Research by
Publication Network Analysis

Fangbo Tao (UIUC); Xiao Yu (UIUC); Kin Lei (UIUC); George
Brova (UIUC); Xiao Cheng (UIUC); Jiawei Han (UIUC); Rucha Kanade (UIUC);
Yizhou Sun (UIUC); Chi Wang (UIUC); Lidan Wang (UIUC); Tim Weninger (UIUC)

Proc. of 2013 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’13)

2013-06-23

Doc2Cube: Allocating Documents to Text Cube without
Labeled Data

Fangbo Tao (UIUC); Chao Zhang (UIUC); Xiusi Chen (UIUC);
Meng Jiang (UIUC); Timothy Hanratty (ARL); Lance Kaplan (ARL); Jiawei Han
(UIUC)

IEEE International Conference on Data Mining

2018-11-17

Leveraging Pattern Semantics for Extracting Entities in
Enterprises

Fangbo Tao (University of Illinois); Bo Zhao (LinkedIn);
Ariel Fuxman (Microsoft); Yang Li (UCSB); Jiawei Han (UIUC)

2015 Int. Conf. on World-Wide Web (WWW’15)

2015-05-18

Leveraging Pattern Semantics for Constructing Entity
Taxonomies in Enterprises

Fangbo Tao (UIUC); Bo Zhao (MSR); Ariel Fuxman (MSR); Yang
Li (UCSB); Jiawei Han (UIUC)

Proc. of 2015 Int. Conf. on World-Wide Web (WWW’15)

2015-05-18

Retrieving k-Nearest Neighboring Trajectories by a Set of
Point Locations

Lu An Tang (UIUC); Yu Zheng (Microsoft Research Asia);
Xing Xie (Microsoft Research Asia); Jing Yuan (Microsoft Research Asia); Xiao
Yu (UIUC); Jiawei Han (UIUC)

The 12th International Symposium on Spatial and Temporal
Databases

2011-08-24

On Discovery of Traveling Companions from Streaming
Trajectories

Lu An Tang (UIUC); Yu Zheng (Microsoft Research Asia);
Jing Yuan (Microsoft Research Asia); Jiawei Han (UIUC); Alice Leung (BBN);
Chih-Chieh Hung (Yahoo! Inc); Wen-Chih Peng (National Chiao Tung University)

Proc. 2012 IEEE Int. Conf. on Data Engineering (ICDE’12)

2012-04-01

Universal links between scientific collaboration networks
and scientific and technological innovations

Brian Uzzi (NWU)

Druid 2018

2018-06-11

PhotoNet+: Outlier-resilient Coverage Maximization in
Visual Sensing Applications (Demo Paper)

Yusuf Uddin (UIUC); Tanvir Amin (UIUC); Tarek Abdelzaher
(UIUC); Arun Iyengar (IBM); Ramesh Govindan (USC)

In Proc. 11th ACM/IEEE Conference on Information
Processing in Sensor Networks (IPSN)

2012-02-20

On Diversifying Source Selection in Social Sensing

Md Yusuf Uddin (UIUC); Md Travin Al Amin (UIUC); Hieu Le
(University of Illinois at Urbana Champai); Tarek Abdelzaher (UIUC); Bolek
Szymanski (RPI); Tommy Nguyen (RPI)

INSS 2012

2012-06-11

Quality of Information Aware Scheduling in Task Processing
Networks

Rahul Urgaonkar (USC); Ertugrul Ciftcioglu (Penn); Aylin
Yener (Penn); Michael Neely (USC)

2011-05-01

PhotoNet Demo: A Similarity-aware Image Delivery Service for
Situation Awareness

Yusuf Uddin (UIUC); Guo-Jun Qi (.UIUC); Tarek Abdelzaher
(UIUC); Guohong Cao (PSU)

ACM/IEEE IPSN (Demo Paper)

2011-04-15

Social Networks Under Stress

Brian Uzzi (NWU); Daniel Romero (U Mich); Jon Kleinberg
(Cornell)

International World Wide Web Conference (WWW) 2016

2016-04-11

A Bilinear Model for Person Detection in Multi-Modal Data

B Manjunath (UCSB); Benjamin Riggan (ARL); Nasser
Nasrabadi (ARL); Oytun Ulutan (UCSB)

IEEE Winter Conf. on Applications of Computer Vision (WACV
2018), March 12-14, 2018, Lake Tahoe, NV/CA

2018-03-01

Joint Classification and Detection Using LSTMs UCSB &
IBM Research Submission to ActivityNet Challenge 2017

Mudhakar Srivatsa (IBM); Swati Rallapalli (IBM); Oytun
Ulutan (UCSB); B Manjunath (UCSB)

CVPR 2017

2017-07-22

Fund me if you can: Narrative strategies in cross-national
lending

Jay Uparna (NWU); Brian Uzzi (NWU)

Academy of Management

2014-08-11

PhotoNet: A Similarity-aware Picture Delivery Service for
Situation Awareness

Yusuf Uddin (UIUC); Hongyan Wang (UIUC); Fatemeh Saremi
(UIUC); Guo-Jun Qi (UIUC); Tarek Abdelzaher (UIUC); Thomas Huang (UIUC)

IEEE Real-time Systems Symposium

2011-11-29

Gathering Information in Sensor Networks for Synchronized
Freshness

Matthew Johnson (CUNY); Tarek Abdelzaher (UIUC); Elahe
Vahdani (CUNY); Amotz Bar-Noy (CUNY)

14th IEEE International Conference on Sensing,
Communication and Networking (SECON)

2017-06-12

Pragmatics and Discourse in Knowledge Graphs

Amar Viswanathan (RPI); Geeth de Mel (IBM); James Hendler
(RPI)

AAAI’16 Workshop on Symbiotic Cognitive Systems

2015-10-30

Model-Task Interfacing: General, Scalable Protocols

Vladislav Veksler (ARL); Ryan Hope (RPI); Anthony Harrison
(NRL); Don Morrison (Carnegie Mellon University)

22ndAnnual ACT-R Workshop Program 2015

2015-07-15

Advances in Network Sciences via Collaborative
Multi-Disciplinary Research

Dinesh Verma (IBM); Will Leland (BBN); Tien Pham (ARL);
Ananthram Swami (ARL); Greg Cirincione (ARL)

18th International Conference on Information Fusion
(Fusion2015)

2015-07-07

Epidemic Spread in Mobile Ad Hoc Networks Determining the
Tipping Point

Nicholas Valler (UCR); B. Aditya Prakash (CMU); Hanghang
Tong (IBM); Michalis Faloutsos (UCR); Christos Faloutsos (CMU)

IFIP Networking 2011

2011-05-09

Gauging the Internet Doctor: Ranking Medical Claims based
on Community Knowledge

Vinod Vydiswaran (UIUC); Chengxiang Zhai (UIUC); Dan Roth
(UIUC)

2011-08-24

Content-driven Trust Propagation Framework

Vinod Vydiswaran (UIUC); Chengxiang Zhai (UIUC); Dan Roth
(UIUC)

2011-08-15

Unbiased Learning of Controversial Topics

Vinod Vydiswaran (UIUC); Chengxiang Zhai (UIUC); Dan Roth
(UIUC); Peter Pirolli (PARC)

ASIST (Annual Meeting of the American Society for
Information Science and Technology)

2012-10-26

BiasTrust: Teaching biased users about controversial
topics

Vinod Vydiswaran (UIUC); Chengxiang Zhai (UIUC); Dan Roth
(UIUC); Peter Pirolli (PARC)

CIKM (Conference on Information and Knowledge Management

2012-10-29

Read What You Trust: An Open Wiki Model Enhanced by Social
Context

Felix Wu (UCD)

The Third IEEE International Conference on Social
Computing

2011-10-10

Anti-Preferential Attachment: If I Follow You, Will You
Follow Me?

Felix Wu (UCD)

The Third IEEE International Conference on Social
Computing

2011-10-10

Trustworthy Opportunistic Sensing: A Social Computing
Paradigm

Felix Wu (UCD)

IEEE Workshop on Issues & Challenges in Social
Computing

2011-08-02

Optimizing Quality-of-Information in Cost-sensitive Sensor
Data Fusion

Dong Wang (UIUC); Hossein Ahmadi (UIUC); Tarek Abdelzaher
(UIUC); Harsha Chenji (TAMU); Radu Stoleru (TAMU); Charu Aggarwal (IBM)

IEEE DCoSS

2011-03-25

Humans as Sensors: An Estimation-theoretic Perspective

Dong Wang (UIUC); Md Tanvir Amin (UIUC); Tarek Abdelzaher
(UIUC); Lance Kaplan (ARL); Charu Aggarwal (IBM); Shen Li (UIUC); Siyu Gu
(UIUC); Hengchang Liu (UIUC); Chenji Pan (UIUC); Xinlei Wang (UCD); Prasant
Mohapatra (UCD); Raghu Ganti (IBM); Bolek Szymanski (RPI); Hieu Le (UIUC)

Proc. 13th international symposium on Information
processing in sensor networks (ACM/IEEE IPSN), Berlin, Germany, April 15-17,
2014, pp. 35-46.

2014-04-23

On Bayesian Interpretation of Fact-finding in Information
Networks

Dong Wang (UIUC); Tarek Abdelzaher (UIUC); Hossein Ahmadi
(UIUC); Jeff Pasternack (UIUC); Dan Roth (UIUC); Manish Gupta (UIUC); Jiawei
Han (UIUC); Omid Fatemieh (UIUC); Hieu Khac Le (UIUC); Charu Aggarwal (IBM
Research)

2011-07-04

The Information Funnel: Exploiting Named Data for
Information-maximizing Data Collection

Shiguang Wang (UIUC); Tarek Abdelzaher (UIUC); Santhosh
Gajendran (UIUC); Ajith Herga (UIUC); Sachin Kulkarni (UIUC); Shen Li (UIUC);
Hengchang Liu (UIUC); Chethan Suresh (UIUC); Abhishek Sreenath (UIUC);
Hongwei Wang (UIUC); Will Dron (BBN); Alice Leung (BBN); Ramesh Govindan
(USC); John Hancock (ArtisTech)

IEEE International Conference on Distributed Computing in
Sensor Systems (DCoSS), 2014

2014-05-28

On Quantifying the Accuracy of Maximum Likelihood
Estimation of Participant Reliability in Social Sensing

Dong Wang (UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan
(ARL); Charu Aggarwal (IBM)

8th International Workshop on Data Management for Sensor
Networks (DMSN 11), in Conjunction with VLDB

2011-08-15

Recursive Fact-finding: A Streaming Approach to Truth
Estimation in Crowdsourcing Applications

Dong Wang (UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan
(ARL); Charu Aggarwal (IBM)

IEEE International Conference on Distributed Computing
Systems (ICDCS)

2013-07-08

Exploitation of Physical Constraints for Reliable Social
Sensing

Dong Wang (UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan
(ARL); Raghu Ganti (IBM)

IEEE Real-time Systems Symposium

2013-12-04

The Troll-Trust Model for Ranking in Signed Networks

Zhaoming Wu (Georgei Tech); Charu Aggarwal (IBM); Jimeng
Sun (Georgia Tech)

9th ACM International Conference on Web Search and Data
Mining, WSDM 2016

2016-02-17

Document-Topic Hierarchies from Document Graphs

Timothy Weninger (UIUC); Yonatan Bisk (UIUC); Jiawei Han
(UIUC)

Proc. of 2012 Int. Conf. on Information and Knowledge
Management (CIKM’12)

2012-10-29

Patent Application Citations and the Examination Process:
A Network-Based Date-Sensitive Method to Analyze Patent Applications

Ryan Whalen (Hong Kong University); Noshir Contractor
(Northwestern University)

Law & Big Data Workshop at the International
Conference on Artificial Intelligence and Law

2015-03-02

Trust and Independence Aware Decision Fusion in
Distributed Networks

Xinlei Wang (UCD); JinHee Cho (ARL); Kevin Chan (ARL);
MoonJeong Chang (Virginia Tech); Ananthram Swami (ARL); Prasant Mohapatra
(UCD)

IEEE PerCom Workshop on Information Quality and Quality of
Service for Pervasive Computing

2013-03-22

From Truth Discovery to Trustworthy Opinion Discovery: An
Uncertainty-Aware Quantitative Modeling Approach

Mengting Wan (UC San Diego); Xiangyu Chen (University of
Illinois, Urbana-Champaign); Lance Kaplan (U.S. Army Research Laboratory);
Jiawei Han (University of Illinois at Urbana-Champaign); Jing Gao (SUNY
Buffalo); Bo Zhao (LinkedIn)

KDD2016

2016-08-13

An Uncertainty-Aware Model to Summarize Trustworthy
Quantitative Information

Jing Gao (SUNY Buffalo); Jiawei Han (UIUC); Lance Kaplan
(ARL); Xiangyu Chen (University of Illinois); Mengting Wan (UCSD); Bo Zhao
(LinkedIn)

Proc. of 2016 ACM SIGKDD Conf. on Knowledge Discovery and
Data Mining (KDD’16)

2016-08-16

ARTSense: Anonymous Reputation and Trust in Participatory
Sensing

Xinlei Wang (UCD); Wei Cheng (UCD); Prasant Mohapatra
(UCD); Tarek Abdelzaher (UIUC)

IEEE International Conference on Computer Communications
(INFOCOM), 2013

2013-04-18

A Phrase Mining Framework for Recursive Construction of a
Topical Hierarchy

Chi Wang (UIUC); Marina Danilevsky (UIUC); Nihit Desai
(UIUC); Yinan Zhang (UIUC); Phuong Nguyen (UIUC); Thrivikrama Taula (UIUC);
Jiawei Han (UIUC)

ACM SIGKDD Conference on Knowledge Discovery and Data
Mining

2013-08-11

Torpedo: Topic Periodicity Discovery from Text Data

Jingjing Wang (UIUC); Hongbo Deng (Yahoo); Jiawei Han
(UIUC)

Proc. SPIE Vol. 9499, Next-Generation Analyst III

2015-05-27

UAPD: Inferring Urban Anomalies from Spatial-Temporal Data

Nitesh Chawla (ND); Dong Wang (University of Notre Dame);
Chao Huang (University of Notre Dame); Jian Xu (University of Notre Dame);
Yuxiao Dong (ND); Xian Wu (University of Notre Dame)

ECML/PKDD 2017

2017-07-07

Constructing Topical Hierarchies in Heterogeneous
Information Networks

Chi Wang (UIUC); Marina Danilevsky (UIUC); Jialu Liu
(UIUC); Nihit Desai (UIUC); Heng Ji (RPI); Jiawei Han (UIUC)

Proc. 2013 IEEE Int. Conf.on Data Mining

2013-12-07

Who will Attend This Event Together? Event Attendance
Prediction via Deep LSTM Networks

Nitesh Chawla (ND); Yuxiao Dong (ND); Ananthram Swami
(ARL); Xian Wu (ND)

SIAM Conference on Data Mining

2017-10-13

Reliable Fake Review Detection via Modeling Temporal and
Behavioral Patterns

Xian Wu (ND); Chao Huang (ND); Yuxiao Dong (ND); Jun Tao
(ND); Nitesh Chawla (ND)

IEEE Big Data

2017-10-10

IllinoisCloudNLP: Text Analytics Services in the Cloud

Hao Wu (UIUC); Zhiye Fei (UIUC); Aaron Dai (UIUC); Stephen
Mayhew (UIUC); Mark Sammons (UIUC); Dan Roth (UIUC)

Language Resources and Evaluation Conference (LREC)

2014-05-26

WINACS: Construction and Analysis of Web-Based Computer
Science Information Networks

Timothy Weninger (UIUC); Fabio Fumarola (Università degli
Studi di Bari “Aldo Moro”); Joshua Hailpern (UIUC); Jiawei Han (UIUC); Yizhou
Sun (UIUC); Chi Wang (UIUC)

Proc. of 2011 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’11)

2011-06-12

Growing Parallel Paths for Entity-Page Discovery

Timothy Weninger (UIUC); Fabio Fumarola (Università degli
Studi di Bari “Aldo Moro”); Cindy Lin (UIUC); Rick Barber (UIUC); Jiawei Han
(UIUC); Donato Malerba (Università degli Studi di Bari “Aldo Moro”)

Proc. of 2011 Int. World Wide Web Conf. (WWW’11)

2011-03-28

Unsupervised Event Tracking by Integrating Twitter and
Instagram

Shiguang Wang (Facebook); Prasanna Giridhar (University of
Illinois at Urbana Champai); Lance Kaplan (ARL); Tarek Abdelzaher (UIUC)

2nd International Workshop on Social Sensing

2017-04-21

Collusion-resilient Quality of Information Evaluation
Based on Information Provenance

Xinlei Wang (UC Davis); Kannan Govindan (UCD); Prasant
Mohapatra (UCD)

IEEE Conference on Sensor, Mesh and Ad Hoc Communications
and Networks (SECON), 2011

2011-04-20

StoryLine: On Physical Event Demultiplexing and Tracking
in Social Spaces

Shiguang Wang (UIUC); Prasanna Giridhar (University of
Illinois at Urbana Champai); Hongwei Wang (UIUC); Lance Kaplan (ARL); Tien
Pham (ARL); Aylin Yener (PSU); Tarek Abdelzaher (UIUC)

In Proc. 2nd ACM/IEEE International Conference on Internet
of Things Design and Implementation

2017-04-18

Learning Hierarchical Relationships among Partially
Ordered Objects with Heterogeneous Attributes and Links

Chi Wang (UIUC); Jiawei Han (UIUC); Qi Li (CUNY); Xiang Li
(CUNY); Wen-Pin Lin (CUNy); Heng Ji (CUNY)

Proc. 2012 SIAM Int. Conf. on Data Mining (SDM’12)

2012-01-01

Natural Language Processing, Article Content &
Bibliometrics: Predicting High Impact Science

Noshir Contractor (Northwestern University); Anup Sawant
(Northwestern University); Brian Uzzi (Northwestern University); Yun Huang
(Northwestern University); Ryan Whalen (Hong Kong University)

Analyzing Scholarly Communication on the Web at ACM WebSci

2015-06-29

SmartPhoto: A Resource-Aware Crowdsourcing Approach for
Image Sensing with Smartphones

Yi Wang (PSU); WENJIE HU (PSU); Yibo Wu (PSU); Guohong Cao
(PSU)

ACM Mobihoc

2014-10-22

Analyzing interaction communication networks in
enterprises and identifying hierarchies

Yi Wang (UC Riverside); Marios Iliofotou (UC Riverside);
Michalis Faloutsos (UCR); Bin Wu (Beijing University of Posts and Telecommunications)

IEEE Network Science Workshop

2011-06-22

On Scalability and Robustness Limitations of Real and
Asymptotic Confidence Bounds in Social Sensing

Dong Wang (UIUC); Lance Kaplan (ARL); Tarek Abdelzaher
(UIUC); Charu Aggarwal (IBM)

9th Annual IEEE Communications Society Conference on
Sensor, Mesh and Ad Hoc Communications and Networks (SECON)

2012-06-18

A Hierarchical Dirichlet Model for Taxonomy Expansion for
Search Engines

Jingjing Wang (UIUC); Changsung Kang (Yahoo); Yi Chang
(Yahoo); Jiawei Han (UIUC)

Proc. of 2014 Int. World-Wide Web Conf. (WWW’14)

2014-04-04

Learning Hostname Preference to Enhance Search Relevance

Yi Chang (Yahoo! Labs); Changsung Kang (Yahoo! Labs);
Jingjing Wang (University of Illinois); Jiawei Han (UIUC)

Proc. of 2016 Int. Joint Conf. on Artificial Intelligence
(IJCAI’16)

2016-07-09

Analyzing Incentives for Protocol Compliance in Complex
Domains: A Case Study of Introduction-Based Routing

Michael Wellman (UMICH); Tae Hyung Kim (UMICH); Quang
Duong (UMICH)

12th Workshop on the Economics of Information Security

2013-06-11

Chaining for Securing Data Provenance in Distributed Information
Networks

Xinlei Wang (UCD); Zeng Kai (UCD); Kannan Govindan (UCD);
Prasant Mohapatra (UCD)

MILCOM 2012

2012-08-12

Improving User Interest Inference From Social Neighbors

Zhen Wen (IBM); Ching Yung Lin (IBM)

The ACM Conference on Information and Knowledge Management
(CIKM-2011)

2011-10-24

Exploiting Synchronicity Networks for Finding Valuables in
Heterogeneous Networks

Zhen Wen (IBM); Ching Yung Lin (IBM)

SIAM Data Mining Conference (SDM) 2013

2013-05-03

Modeling Check-in Preferences with Multidimensional
Knowledge: A Minimax Entropy Approach

Xiaolong Wang (University of Illinois); Jiawei Han (UIUC);
Min Li (University of Illinois); Jingjing Wang (University of Illinois)

2016 Int. Conf. on Web Search and Data Mining (WSDM’16)

2015-10-13

On Truth Discovery in Social Sensing: A Maximum Likelihood
Estimation Approach

Dong Wang (UIUC); Hieu Le (University of Illinois at
Urbana Champai); Lance Kaplan (ARL); Tarek Abdelzaher (UIUC)

IEEE/ACM Conference on Information Processing in Sensor
Networks (IPSN), 2012

2012-04-18

Scalable Moment-based Inference for Latent Dirichlet
Allocation

Chi Wang (UIUC); Xueqing Liu (UIUC); Yanglei Song (UIUC);
Jiawei Han (UIUC)

Proc. of 2014 European Conf. on Machine Learning and
Principles and Practices of Knowledge Discovery in Databases

2014-09-15

Scalable Moment-Based Learning for Topic Model

Chi Wang (UIUC); Xueqing Liu (UIUC); Yanglei Song (UIUC);
Jiawei Han (UIUC)

Proc. 2014 ICML Workshop on Method of Moments and Spectral
Learning (ICML-MMSL’14)

2014-06-22

Towards Interactive Construction of Topical Hierarchy: A
Recursive Tensor Decomposition Approach

Chi Wang (Microsoft Research, Redmond); Xueqing Liu
(University of Illinois); Yanglei Song (University of Illinois); Jiawei Han
(UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Minfer: A method of inferring motif statistics from
sampled edges

Pinghui Wang (Jiaotong University); John C.S. Lui (The
Chinese University of Hong Kong); Don Towsley (University of Massachusetts
Amherst); Junzhou Zhao (Jiaotong University)

2016 IEEE 32nd International Conference on Data
Engineering (ICDE)

2016-05-16

Power Aware Wireless File Downloading: A Constrained
Restless Bandit Approach

Xiaohan Wei (USC); Mike Neely (USC)

IEEE WiOPT

2014-05-12

Graph Regularized Meta-path Based Transductive Regression
in Heterogeneous Information Network

Mengting Wan (UIUC); Yunbo Ouyang (UIUC); Lance Kaplan
(ARL); Jiawei Han (UIUC)

2015 SIAM International Conference on Data Mining (SDM’15)

2015-04-30

Periodicity Based Next Place Prediction

JingJing Wang (UIUC); Bhaskar Prabhala (PSU)

The Mobile Data Challenge: Big Data for Mobile Computing
Research 2012 Workshop

2012-03-01

Human Mobility, Social Ties, and Link Prediction

Dashun Wang (NEU); Dino Pedreschi (University of Pisa);
Fosca Giannotti (Institute of Science Technology and Information);
Albert-Laszlo Barabasi (NEU)

ACM SIGKDD International Conference on Knowledge Discovery
and Data Mining (KDD)

2011-06-21

Learning Relevance in a Heterogeneous Social Network and
Its Application in Online Targeting

Chi Wang (UIUC); Rajat Raina (Facebook); David Fong
(Stanford University); Ding Zhou (Facebook); Jiawei Han (UIUC); Greg Badros
(Facebook)

The 34th Annual ACM SIGIR Conference on Research &
Development in Information Retrieval (SIGIR’11)

2011-07-24

A Competitive Rate Allocation Game

Yanting Wu (USC); George Rabanca (CUNY); Bhaskar
Krishnamachari (USC); Amotz Bar-Noy (CUNY)

International Conference on Game Theory for Networks

2012-05-26

Indirect Supervision for Relation Extraction using
Question-Answer Pairs

Zeqiu Wu (UIUC); Xiang Ren (USC); Frank Xu (Shanghai
Jiaotong University); Ji Li (UIUC); Jiawei Han (UIUC)

Proc. of 2018 ACM Int. Conf. on Web Search and Data Mining
(WSDM’18)

2018-02-05

Modeling Microscopic Social Influence

Ting Wang (Georgia Tech); Mudhakar Srivatsa (IBM); Dakshi
Agrawal (IBM); Ling Liu (Georgia Tech)

SIAM Intl Conference on Data Mining (SDM) 2012

2011-12-23

Incorporating World Knowledge to Document Clustering via
Heterogeneous Information Networks

Chenguang Wang (Peking University); Yangqiu Song
(University of Illinois); Ahmed El-Kishky (University of Illinois); Dan Roth
(UIUC); Ming Zhang (Peking University); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Scalable Social Sensing of Interdependent Phenomena

Shiguang Wang (UIUC); Lu Su (U. Buffalo); Shen Li (UIUC);
Shuochao Yao (UIUC); Shaohan Hu (UIUC); Lance Kaplan (ARL); Md Tanvir Amin
(UIUC); Tarek Abdelzaher (UIUC); Hongwei Wang (UIUC)

14th ACM/IEEE Conference on Information Processing in
Sensor Networks (IPSN 2015)

2015-04-15

KnowSim: A Document Similarity Measure on Structured
Heterogeneous Information Networks

Ming Zhang (Peking University); Haoran Li (Peking
University); Yangqiu Song (University of Illinois); Chenguang Wang (Peking
University); Jiawei Han (UIUC)

2015 IEEE Int. Conf. on Data Mining

2015-11-14

Text Classification with Heterogeneous Information Network
Kernels

Ming Zhang (Peking University); Haoran Li (Peking
University); Yangqiu Song (West Virginia University); Chenguang Wang (Peking
University); Jiawei Han (UIUC)

Proc. of 2016 AAAI Conf. on Artificial Intelligence
(AAAI’16)

2016-02-12

Constrained Information-Theoretic Tripartite Graph
Clustering to Identify Semantically Similar Relations

Chenguang Wang (Peking University); Yangqiu Song
(University of Illinois); Dan Roth (UIUC); Chi Wang (Microsoft Research);
Jiawei Han (UIUC); Heng Ji (RPI); Ming Zhang (Peking University)

2015 Int. Joint Conf. on Artificial Intelligence
(IJCAI’15)

2015-07-25

RelSim: Relation Similarity Search in Schema-Rich
Heterogeneous Information Networks

Lidan Wang (UIUC); Yangqiu Song (UIUC); Jiawei Han (UIUC);
Yanglei Song (UIUC); Yizhou Sun (Northeastern University); Chenguang Wang
(Peking Univ.); Ming Zhang (Peking Univ.)

Proc of 2016 SIAM Int. Conf. on Data Mining (SDM’16)

2016-05-05

How Multimedia in Enterprise Social Networks Matters to
People’s Performance

Zhen Wen (IBM); Mercan Topkara (IBM); Liangliang Cao
(IBM); Ching Yung Lin (IBM); Jennifer Lai (IBM)

The First International Workshop on Social Multimedia
Computing

2012-07-09

Towards Evolutionary Nonnegative Matrix Factorization

Fei Wang (IBM); Hanghang Tong (IBM); Ching Yung Lin (IBM)

AAAI 2011

2013-06-12

Dynamic Social Influence Analysis through Time-dependent
Factor Graphs

Chi Wang (UIUC); Jie Tang (Tsinghua University); Jimeng
Sun (IBM T. J. Watson Research Center); Jiawei Han (UIUC)

Int. Conf. on Advances in Social Network Analysis and
Mining (ASONAM’11)

2011-07-25

Mining Multi-Aspect Reflection of News Events in Twitter:
Discovery, Linking and Presentation

Haoyan Cai (University of Illinois); Xiuli Ma (Peking
University); Min Li (University of Illinois); Hongkun Yu (University of
Illinois); Wenzhu Tong (University of Illinois); Jingjing Wang (University of
Illinois); Timothy Hanratty (ARL); Jiawei Han (UIUC)

IEEE International Conference on Data Mining

2015-11-14

An empirical game-theoretic analysis of credit network
formation

Michael Wellman (UMICH); Bryce Wiedenbeck (UMICH)

Fiftieth Annual Allerton Conference on Communication,
Control, and Computing

2012-10-07

Scaling Simulation-Based Game Analysis through
Deviation-Preserving Reduction

Bryce Wiedenbeck (University of Michigan); Michael Wellman
(UMICH)

Eleventh International Conference on Autonomous Agents and
Multi-Agent Systems

2012-06-04

On the Detectability of Node Grouping in Networks

Chi Wang (UIUC); Hongning Wang (UIUC); Jialu Liu (UIUC);
Ming Ji (UIUC); Lu Su (UIUC); Yuguo Chen (UIUC); Jiawei Han (UIUC)

Proc. of 2013 SIAM Data Mining Conf.

2013-05-01

Network Classification Using Adjacency Matrix Embeddings
and Deep Learning

Malik Magdon-Ismail (RPI); Philip Watters (RPI); Ke Wu
(RPI)

ASONAM 2016

2016-10-21

Towards Cyber-physical Systems in Social Spaces: The Data
Reliability Challenge

Shiguang Wang (UIUC); Dong Wang (UIUC); Lu Su (U.
Buffalo); Tarek Abdelzaher (UIUC); Lance Kaplan (ARL)

IEEE Real-time System Symposium (RTSS)

2014-12-02

Information Spreading in Context

Dashun Wang (NEU); Zhen Wen (IBM); Hanghang Tong (IBM);
Ching Yung Lin (IBM); Chaoming Song (Northeastern University); Albert-Laszlo
Barabasi (Northeastern University)

Proceeding for the 20th International World Wide Web
Conference

2011-04-03

Learning Online Discussion Structures by Conditional
Random Fields

Hongning Wang (UIUC); Chi Wang (UIUC); Chengxiang Zhai
(UIUC); Jiawei Han (UIUC)

The 34th Annual ACM SIGIR Conference on Research &
Development in Information Retrieval (SIGIR’11)

2011-07-24

Content Coverage Maximization on Word Networks for
Hierarchical Topic Summarization

Chi Wang (UIUC); Xiao Yu (UIUC); Yanen Li (UIUC);
Chengxiang Zhai (UIUC); Jiawei Han (UIUC)

Proc. of 2013 Int. Conf. on Information and Knowledge
Management

2013-10-28

Ontologybased Subgraph Querying

Yinghui Wu (UCSB); Sheng-qi Yang (UCSB); Xifeng Yan (UCSB)

IEEE Int. Conf. on Data Engineering 2013

2013-04-08

Building Enriched Web Page Representations using Link
Paths

Timothy Weninger (UIUC); Chengxiang Zhai (UIUC); Jiawei
Han (UIUC)

Proc. 2012 ACM Conf. on Hypertext and Social Media (HT’12)

2012-06-25

Paper Abstract Writing through Editing Mechanism

Qingyun Wang (RPI); Zhihao Zhou (RPI); Lifu Huang (RPI);
Spencer Whitehead (RPI); Boliang Zhang (RPI); Heng Ji (RPI); Kevin Knight
(USC)

The 56th Annual Meeting of the Association for
Computational Linguistics (ACL2018)

2018-07-16

PENNER: Pattern-enhanced Nested Named Entity Recognition
in Biomedical Literature

Cathy Wu (University of Delaware); Qi Li (UIUC); Yu Zhang
(UIUC); Xuan Wang (UIUC); Jiawei Han (UIUC)

Proc. 2018 Int. Conf. on Bioinformatics and Biomedicine
(BIBM’18)

2018-12-01

Language and Domain Independent Entity Linking with
Quantified Collective Validation

Han Wang (RPI); Jin Guang Zheng (RPI); Xiaogang Ma (RPI);
Peter Fox (RPI); Heng Ji (RPI)

Empirical Methods in Natural Language Processing (EMNLP’15)

2015-09-17

STAMP: Ad Hoc Spatial-Temporal Provenance Assurance for
Mobile Users

Xinlei Wang (UCD); Jindan Zhu (UCD); Amit Pande (UCD);
Arun Raghuramu (UCD); Prasant Mohapatra (UCD); Tarek Abdelzaher (UIUC); Raghu
Ganti (IBM)

ICNP 2013

2013-10-31

Mining Features Associated with Effective Tweets

Jian Xu (University of Notre Dame); Nitesh Chawla (ND)

ASONAM 2017

2017-07-06

AK-PPM: An Authenticated Packet Attribution Scheme for
Mobile Ad Hoc Networks

Zhi Xu (PSU); Xin Chen (PSU); Hungyuan Hsu (PSU); Sencun
Zhu (Penn State University); Ali Hurson (MST)

The 15th International Symposium on Research in Attacks,
Intrusions and Defenses (RAID) 2012

2012-09-10

LabelRankT: Incremental Community Detection in Dynamic
Networks via Label Propagation

Jierui Xie (RPI); Mingming Chen (RPI); Bolek Szymanski
(RPI)

Proceedings of the Workshop on Dynamic Networks Management
and Mining, ACM Press, 2013, pp. 25-32.

2014-03-14

Active Learning on Heterogeneous Information Networks: A
Multi-armed Bandit Approach

Doris Xin (UIUC); Ahmed El-Kishky (UIUC); De Liao (UIUC);
Brandon Norick (UIUC); Jiawei Han (UIUC)

Proc of 2018 IEEE Int. Conf. on Data Mining (ICDM’18)

2018-11-01

Structures of Broken Ties: Exploring Unfollow Behavior on
Twitter

Bo Xu (Northwestern University); Yun Huang (Northwestern
University); Haewoon Kwak (Northwestern University); Noshir Contractor (NWU)

CSCW 2013

2013-02-25

Active Learning in Heterogeneous Information Networks

Doris Xin (UIUC); De Liao (UIUC); Jiawei Han (UIUC)

Proc. of 2015 Int. School and Conf. on Network Science
(NetSci–x2015)

2015-01-12

A Study of User Behavior on an Online Dating Site

Peng Xia (UMass Lowell); Bruno Ribeiro (UMASS); Cindy Chen
(UMass Lowell); Benyuan Liu (UMass Lowell); Don Towsley (UMASS)

ASONAM 2013

2013-05-20

Community Detection Using A Neighborhood Strength Driven
Label Propagation Algorithm

Jierui Xie (RPI); Bolek Szymanski (RPI)

IEEE Network Science Workshop, 2011

2011-06-24

Towards Linear Time Overlapping Community Detection in
Social Networks

Jierui Xie (RPI); Bolek Szymanski (RPI)

PAKDD Conference 2012

2012-06-01

LabelRank: A Stabilized Label Propagation Algorithm for
Community Detection in Networks

Jierui Xie (RPI); Bolek Szymanski (RPI)

Proc. IEEE Network Science Workshop, West Point, NY, April
29 – May 1, 2013, pp. 138 – 143.

2013-05-01

SLPA: Uncovering Overlapping Communities in Social
Networks via a Speaker-Listener Interaction Dynamic Process

Jierui Xie (RPI); Bolek Szymanski (RPI); Xiaoming Liu
(University of the Western Cape)

IEEE DMTCCI Workshop at ICDM

2011-12-11

Online Learning with Side Information

Xiao Xu (Cornell University); Sattar Vakili (Cornell
University); Qing Zhao (Cornell); Ananthram Swami (ARL)

MILCOM 2017

2017-07-10

Improving Management of Aquatic Invasions by Integrating
Shipping Network, Ecological, and Environmental Data: Data Mining for Social
Good

Jian Xu (ND); Thanuka Wickramarathene (ND); Nitesh Chawla
(ND); Karsten Steinhaeuser (Minnesota); David Lodge (ND)

ACM KDD

2014-08-24

Learning from Dissimilarity

Xiao Xu (Cornell); Qing Zhao (Cornell); Ananthram Swami
(ARL)

IEEE Asilomar Conference on Signals, Systems, and
Computers

2018-11-10

Learning Ordinal Information under Bipartite Stochastic
Block Models

Xiao Xu (Cornell); Qing Zhao (Cornell); Ananthram Swami
(ARL)

IEEE Military Communication Conference (MILCOM)

2018-11-10

On Anomalous Hotspot Discovery in Graph Streams

Wieren Yu (Beihang Univ.); Charu Aggarwal (IBM); Shuai Ma
(Beihang Univ); Haixun Wang (Google)

IEEE ICDM Conference

2013-12-11

A Recursive Ground Truth Estimator for Social Data Streams

Shuochao Yao (University of Illinois Urbana Champaign); Md
Tanvir Amin (UIUC); Lu Su (U. Buffalo); Shaohan Hu (UIUC); Shen Li
(University of Illinois at Urbana-Champai); Shiguang Wang (UIUC); Yiran Zhao
(UIUC); Tarek Abdelzaher (UIUC); Lance Kaplan (ARL); Charu Aggarwal (IBM);
Aylin Yener (PSU)

15th ACM/IEEE Conference on Information Processing in
Sensor Networks (IPSN)

2016-04-10

Temporally Factoried Network Modelling for Evolutionary
Network Analysis

Charu Aggarwal (IBM); Wenchao Yu (UCLA); Wei Wang (UCLA)

WSDM Conference

2017-01-19

Modeling Co-Evolution Across Multiple Networks

Wei Wang (UCLA); Wenchao Yu (UCLA); Charu Aggarwal (IBM)

SIAM Conference on Data Mining

2018-05-03

Algorithms for Channel Assignment in Mobile Wireless
Networks using Temporal Coloring

Feng Yu (CUNY); Amotz Bar-Noy (CUNY); Prithwish Basu
(BBN); Ram Ramanathan (BBN)

ACM/IEEE MSWiM 2013

2013-11-04

Bridging Collaborative Filtering and Semi-Supervised
Learning: A Neural Approach for POI Recommendation

Carl Yang (University of Illinois); Lanxiao Bai
(University of Illinois); Chao Zhang (University of Illinois at
Urbana-Champai); Quan Yuan (UIUC); Jiawei Han (UIUC)

Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’17)

2017-08-07

Link Prediction with Spatial and Temporal Consistency in
Dynamic Neworks

Wei Wang (UCLA); Haifeng Chen (NEC Labs); Charu Aggarwal
(IBM); Wei Cheng (NEC Labs); Wenchao Yu (UCLA)

IJCAI Conference

2017-08-24

NetWalk: A Flexible Deep Embedding Approach for Anomaly
Detection in Dynamic Networks

Haifeng Chen (NEC); Kai Zhang (NEC); Charu Aggarwal (IBM);
Wei Cheng (NEC); Wenchao Yu (UCLA); Wei Wang (UCLA)

ACM KDD Conference

2018-05-09

Link Prediction in Human Mobility Networks

Yang Yang (ND); Nitesh Chawla (ND); Prithwish Basu (BBN);
Bhaskar Prabhala (PSU); Thomas La Porta (PSU)

ACM/IEEE ASONAM

2013-05-24

Diversified Trajectory Pattern Ranking in Geo-Tagged
Social Media

Zhijun Yin (UIUC); Liangliang Cao (UIUC); Jiawei Han
(UIUC); Jiebo Luo (Eastman Kodak Company); Thomas Huang (UIUC)

Proc. of 2011 SIAM Conf. on Data Mining (SDM’11)

2011-04-28

Geographical Topic Discovery and Comparison

Zhijun Yin (UIUC); Liangliang Cao (UIUC); Jiawei Han
(UIUC); Chengxiang Zhai (UIUC); Thomas Huang (UIUC)

Proc. of 2011 Int. World Wide Web Conf. (WWW’11)

2011-03-28

LPTA: A Probabilistic Model for Latent Periodic Topic
Analysis

Zhijun Yin (UIUC); Liangliang Cao (IBM T. J. Watson
Research Center); Jiawei Han (UIUC); Chengxiang Zhai (UIUC); Thomas Huang
(UIUC)

Proc. 2011 IEEE Int. Conf. on Data Mining (ICDM’11)

2011-12-11

Prominence in Networks: A co-evolving process

Yang Yang (ND); Nitesh Chawla (ND); Xiaohui Lu (RPI);
Sibel Adali (RPI)

IEEE NSW

2013-04-30

Predicting links in multi-relational and heterogeneous
networks

Yang Yang (ND); Nitesh Chawla (ND); Yizhou Sun (UIUC);
Jiawei Han (UIUC)

Proc. of 2012 IEEE Int. Conf. on Data Mining (ICDM’12)

2012-12-11

Sex Differences in Social Networks Predict Placement in
STEM Leadership Positions

Nitesh Chawla (ND); Yang Yang (NWU); Brian Uzzi (NWU)

IC2S2

2018-07-16

Camlp: Confidence-aware modulated label propagation

Yuto Yamaguchi (University of Tsukuba); Christos Faloutsos
(CMU); Hiroyuki Kitagawa (University of Tsukuba)

Proceedings of the 2016 SIAM International Conference on
Data Mining

2016-05-05

Meta-Graph Based HIN Spectral Embedding: Methods,
Analyses, and Insights

Carl Yang (UIUC); Yichen Feng (UIUC); Pan Li (UIUC); Yu
Shi (UIUC); Jiawei Han (UIUC)

Proc of 2018 IEEE Int. Conf. on Data Mining (ICDM’18)

2018-11-01

Learning the dynamics of Prisoner’s Dilemma: Lessons from
modeling and simulation

Michael Yu (Carnegie Mellon University); Cleotilde
Gonzalez (CMU)

International Conference on Cognitive Modeling (ICCM)

2016-08-04

Improving Factoid Question Answering by Query Revision

Yu Su (UCSB); Izzeddin Gur (UCSB); Semih Yavuz (UCSB);
Xifeng Yan (UCSB)

Proc. of the 2017 Conf. on Empirical Methods in Natural
Language Processing

2017-06-30

What It Takes to Achieve 100% Condition Accuracy on
WikiSQL

Xifeng Yan (UCSB); Semih Yavuz (University of California
Santa Barbara); Yu Su (UCSB); Izzeddin Gur (University of California Santa
Barbara)

Proc. of the 2018 Conference on Empirical Methods in
Natural Language Processing

2018-11-04

The Formation and Imprinting of Network Effects Among the
Business Elites

Brian Uzzi (NWU); Kevin Gaughan (NWU); Yang Yang (NWU)

2nd Annual International Conference on Computational
Social Science

2016-06-25

Networks and Success in STEM Leadership Position Show that
Men’s and Women’s Inner Circles Differ

Kevin Gaughan (NWU); Yang Yang (NWU); Brian Uzzi (NWU)

NetSciX 2017

2017-01-15

The Inner Circles of Women’s Networks Predict their Job
Attainment in STEM Leadership Positions

Yang Yang (NWU); Kevin Gaughan (NWU); Brian Uzzi (NWU)

International School and Conference on Network Science
(NetSci2017)

2017-06-19

Citation Prediction in Heterogeneous Bibliographic
Networks

Xiao Yu (UIUC); Quanquan Gu (UIUC); Mianwei Zhou (UIUC);
Jiawei Han (UIUC)

Proc. 2012 SIAM Int. Conf. on Data Mining (SDM’12)

2012-01-01

TheWisdom of Minority: Unsupervised Slot Filling
Validation based on Multi-dimensional Truth-Finding

Dian Yu (RPI); Hongzhao Huang (RPI); Taylor Cassidy (ARL);
Heng Ji (RPI); Chi Wang (UIUC); Shi Zhi (UIUC); Jiawei Han (UIUC); Clare Voss
(ARL); Malik Magdon-Ismail (RPI)

Proc. of 2014 Int. Conf. on Computational Linguistics

2014-08-23

Open Relation Extraction and Grounding

Heng Ji (RPI); Lifu Huang (RPI); Dian Yu (RPI)

the 8th International Joint Conference on Natural Language
Processing

2017-09-01

On Source Dependency Models for Reliable Social Sensing:
Algorithms and Fundamental Error Bound

Shuochao Yao (University of Illinois Urbana Champaign);
Shaohan Hu (UIUC); Shen Li (University of Illinois at Urbana-Champai); Yiran
Zhao (UIUC); Lu Su (U. Buffalo); Lance Kaplan (ARL); Aylin Yener (PSU); Tarek
Abdelzaher (UIUC)

36th International Conference on Distributed Computing
Systems (ICDCS)

2016-06-28

Place Deduplication with Embeddings

Carl Yang (UIUC); DoHuy Hoang (UIUC); Tomas Mikolov
(UIUC); Jiawei Han (UIUC)

WWW ’19, May 13–17, 2019, San Francisco, CA, USA

2019-05-13

Fast Top-K Search in Knowledge Graphs

Sheng-qi Yang (UCSB); Fangqiu Han (UCSB); Yinghui Wu
(UCSB); Xifeng Yan (UCSB)

IEEE Conf. on Data Engineering 2016

2016-01-08

DeepSense: a Unified Deep Learning Framework for
Time-Series Mobile Sensing Data Processing

Shuochao Yao (UIUC); Shaohan Hu (UIUC); Yiran Zhao (UIUC);
Aston Zhang (UIUC); Tarek Abdelzaher (UIUC)

WWW’17 Proceedings of the 26th International Conference on
World Wide Web

2017-04-03

Unsupervised Person Slot Filling based on Graph Mining

Dian Yu (RPI); Heng Ji (RPI)

the 54th Annual Meeting of the Association for
Computational Linguistics (ACL2016)

2016-08-07

Why Read if You Can Scan? Trigger Scoping Strategy for
Biographical Fact Extraction

Dian Yu (RPI); Heng Ji (RPI); Sujian Li (Peking
University); Chin-Yew Lin (Microsoft Research Asia)

the 2015 Conference of the North American Chapter of the
Association for Computational Linguistics – Human Language Technologies
(NAACL-HLT 2015

2015-05-31

CONE: Community Oriented Network Embedding

Kevin Chen-Chuan Chang (UIUC); Hanqing Lu (CMU); Carl Yang
(UIUC); Jiawei Han (UIUC)

Proc. of 2018 Int. Joint Conf. on Neural Networks (IJCNN
2018)

2018-08-08

RPI-BLENDER TAC-KBP2013 Knowledge Base Population System
Description

Dian Yu (RPI); Haibo Li (RPI); Taylor Cassidy (CUNY); Qi
Li (CUNY); Zheng Chen (CUNY); Heng Ji (RPI)

Text Analysis Conference

2013-10-26

Similarity Modeling on Heterogeneous Networks via
Automatic Path Discovery

Carl Yang (UIUC); Mengxiong Liu (UIUC); Frank He (UIUC);
Xikun Zhang (UIUC); Jian Peng (UIUC); Jiawei Han (UIUC)

Proc. of 2018 European Conf. on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD’18)

2018-09-10

Node, Motif and Subgraph: Leveraging Network Functional
Blocks Through Structural Convolution

Carl Yang (UIUC); Mengxiong Liu (UIUC); Vincent Zheng
(Advanced Digital Sciences Center); Jiawei Han (UIUC)

Proc. of 2018 IEEE/ACM Int. Conf. on Social Networks
Analysis and Mining (ASONAM’18)

2018-08-28

On Building Entity Recommender Systems Using User Click
Log and Freebase Knowledge

Xiao Yu (UIUC); Hao Ma (MSR); Paul Hsu (MSR); Jiawei Han
(UIUC)

Proc. 2014 ACM Int. Conf. on Web Search and Data Mining

2014-02-24

Geo-Friends Recommendation in GPS-based Cyber-Physical
Social Network

Xiao Yu (UIUC); Ang Pan (UIUC); Lu An Tang (UIUC); Zhenhui
Li (UIUC); Jiawei Han (UIUC)

Proc. of 2011 Int. Conf. on Advances in Social Network
Analysis and Mining (ASONAM’11)

2011-07-25

The Global Terrorism Network: Power Law Foundations of
System Behavior

Adam Pah (NWU); Yang Yang (NWU); Brian Uzzi (NWU)

2nd Annual International Conference on Computational
Social Science

2016-06-25

Time Bomb: A New Approach to Predicting Terrorism
Lethality

Yang Yang (NWU); Adam Pah (NWU); Brian Uzzi (NWU)

NetSciX 2017

2017-01-15

A Simple Model of the Shift from Low to High Lethality in
Terror Organizations

Yang Yang (NWU); Adam Pah (NWU); Brian Uzzi (NWU)

IC2S2

2018-07-16

RPI BLENDER TAC-KBP2016 System Description

Dian Yu (RPI); Xiaoman Pan (RPI); Boliang Zhang (RPI);
Lifu Huang (RPI); Lu Di (RPI); Spencer Whitehead (RPI); Heng Ji (RPI)

Text Analysis Conference (TAC2016)

2016-11-14

Collaborative Filtering with Entity Similarity Regularization
in Heterogeneous Information Networks

Xiao Yu (UIUC); Xiang Ren (UIUC); Quanquan Gu (UIUC);
Yizhou Sun (UIUC); Jiawei Han (UIUC)

Proc. of IJCAI-13 HINA workshop

2013-08-03

Open-Schema Event Profiling for Massive News Corpora

Quan Yuan (UIUC); Xiang Ren (UIUC); Wenqi He (Snap Inc.);
Chao Zhang (UIUC); Xinhe Geng (UIUC); Lifu Huang (UIUC); Heng Ji (RPI)

2018 ACM Int. Conf. on Information and Knowledge
Management (CIKM’18)

2018-10-22

Tour Locally and Learn Globally: Estimating Relational
Dependencies with Partial Network Crawls

Jennifer Neville (Purdue); Bruno Ribeiro (Purdue); Jiasen
Yang (Purdue)

ICWSM 2017

2017-03-07

Personalized Entity Recommendation: A Heterogeneous
Information Network Approach

Xiao Yu (UIUC); Xiang Ren (UIUC); Yizhou Sun (UIUC);
Quanquan Gu (UIUC); Bradley Sturt (UIUC); Urvashi Khandelwal (UIUC); Brandon
Norick (UIUC); Jiawei Han (UIUC)

WSDM’14

2014-03-23

HeteRec: Entity Recommendation in Heterogeneous
Information Networks with Implicit User Feedback

Xiao Yu (UIUC); Xiang Ren (UIUC); Yizhou Sun (Northeastern
Univeristy); Bradley Sturt (UIUC); Urvashi Khandelwal (UIUC); Quanquan Gu
(UIUC); Brandon Norick (UIUC); Jiawei Han (UIUC)

Proc. of 2013 ACM Int. Conf. Series on Recommendation
Systems

2013-10-12

Is Objective Function the Silver Bullet? A Case Study of
Community Detection Algorithms on Social Networks

Yang Yang (ND); Yizhou Sun (UIUC); Nitesh Chawla (ND);
Jiawei Han (UIUC)

ASONAM

2011-07-25

Detecting Multiple Periods and Periodic Patterns in Event
Time Sequences

Quan Yuan (UIUC); Jingbo Shang (UIUC); Xin Cao (The
University of New South Wales); Chao Zhang (UIUC); Xinhe Geng (UIUC); Jiawei
Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Information and Knowledge
Management (CIKM’17)

2017-11-06

Data-Driven Contextual Valence Shifter Quantification for
Multi-Theme Sentiment Analysis

Malu Castellanos (HPE Vertica); Meichun Hsu (HPE Vertica);
Jingbo Shang (University of Illinois); Hongkun Yu (University of Illinois);
Jiawei Han (UIUC)

Proc. of 2016 ACM Int. Conf. on Information and Knowledge
Management (CIKM’16)

2016-10-24

I Know You’ll Be Back: Interpretable New User Clustering
and Churn Prediction on a Mobile Social Application

Carl Yang (UIUC); Xiaolin Shi (Snap Inc.); Jie Luo (Snap
Inc.); Jiawei Han (UIUC)

Proc. of 2018 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’18)

2018-08-19

User Guided Entity Similarity Search Using Meta-Path
Selection in Heterogeneous Information Networks

Xiao Yu (UIUC); Yizhou Sun (UIUC); Brandon Norick (UIUC);
Tiancheng Mao (UIUC); Jiawei Han (UIUC)

Proc. of 2012 Int. Conf. on Information and Knowledge
Management (CIKM’12)

2012-10-29

Improving Semantic Parsing via Answer Type Inference

Semih Yavuz (UCSB); Yu Su (UCSB); Mudhakar Srivatsa (IBM);
Xifeng Yan (UCSB)

The 2016 Conference on Empirical Methods on Natural
Language Processing

2016-11-07

Summarizing Answer Graphs Induced by Keyword Queries

Sheng-qi Yang (UCSB); Mudhakar Srivatsa (IBM); Xifeng Yan
(UCSB); Yinghui Wu (UCSB)

VLDB 2014

2013-08-26

Query-Driven Discovery of Semantically Similar
Substructures in Heterogeneous Networks

Xiao Yu (UIUC); Yizhou Sun (UIUC); Peixiang Zhao (UIUC);
Jiawei Han (UIUC)

Proc. of 2012 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’12)

2012-08-12

Detecting Deceptive Groups Using Conversations and Network
Analysis

Dian Yu (RPI); Yulia Tyshchuk (RPI); Heng Ji (RPI);
William Wallace (RPI)

Proc. the 53rd Annual Meeting of the Association for
Computational Linguistics (ACL2015)

2015-07-26

Informal Intellectual Collaboration in Scientific
Community and Knowledge Production

Tian Yuan (nwu); Brian Uzzi (NWU)

IC2S2

2018-07-17

MEASURING MESSAGE PROPAGATION AND SOCIAL INFLUENCE ON
TWITTER.COM

Shaozhi Ye (UC Davis); Felix Wu (UCD)

Social Informatics 2010

2010-10-28

Biography-Dependent Collaborative Entity Archiving for
Slot Filling

Hong Yu (Soochow University); Xiaobin Wang (Soochow
University); Yadong Chen (Soochow University); Jian Wang (Soochow
University); Tongtao Zhang (RPI)

Conference on Empirical Methods in Natural Language
Processing (EMNLP2015)

2015-09-17

Enhancing Slot Filling by Truth-Finding across Multiple
Systems and Information Sources

Dian Yu (RPI); Chi Wang (UIUC); Hongzhao Huang (RPI); Heng
Ji (RPI); Shi Zhi (UIUC); Taylor Cassidy (ARL); Jiawei Han (UIUC); Clare Voss
(ARL)

COLING2014

2014-08-23

Schemaless and Structureless Graph Querying

Sheng-qi Yang (UCSB); Yinghui Wu (UCSB); Huan Sun (UCSB);
Xifeng Yan (UCSB)

VLDB 2014

2014-09-01

SLQ: A User-friendly Graph Querying System

Sheng-qi Yang (UCSB); Yinghui Wu (UCSB); Huan Sun (UCSB);
Xifeng Yan (UCSB)

Proc. 2014 ACM Int. Conf. on Management of Data (SIGMOD)

2014-06-24

Which Topic Will You Follow

Deqing Yang (Fudan); Yanghua Xiao (Fudan); Bo Xu (Fudan);
Hanghang Tong (IBM); Wei Wang (Fudan); Sheng Huang (IBM)

2012-09-24

Image-Image Search for Comparable Corpora Construction

Hong Yu (Soochow University); Liang Yao (Soochow
University); Mengyi Liu (Soochow University); Tongtao Zhang (RPI); Wenxuan
Zhou (Soochow University); Jianmin Yao (Soochow University); Heng Ji (RPI)

COLING2016 Workshop on Hybrid Approaches to Translation

2016-12-11

Towards Effective Partition Management for Large Graphs

Sheng-qi Yang (UCSB); Xifeng Yan (UCSB); Bo Zong (UCSB);
Arijit Khan (UCSB)

Proc. 2012 ACM Int. Conf. on Management of Data (SIGMOD
2012)

2012-03-01

Learning Deep Network Representations with Adversarially
Regularized Autoencoders

Bo Zong (NEC Labs); Dongjin Song (NEC Labs); Charu
Aggarwal (IBM); Wei Cheng (NEC Labs); Cheng Zheng (UCLA); Wenchao Yu (UCLA);
Haifeng Chen (UCLA); Wei Wang (UCLA)

ACM International Conference on Knowledge Disovery and
Data Mining (ACM KDD Conference)

2018-05-09

Building a Cross-document Event-Event Relation Corpus

Hong Yu (Soochow University); Tongtao Zhang (RPI); Tim
O’Gorman (University of Colorado at Boulder); Sharone Horowit-Hendler
(Institute of Reading Development); Heng Ji (RPI); Martha Palmer (University
of Colorado at Boulder)

ACL2016 Workshop on Linguistic Annotation

2016-08-07

FastDeepIoT: Towards Understanding and Optimizing Neural
Network Execution Time on Mobile and Embedded Devices

Shuochao Yao (UIUC); Yiran Zhao (UIUC); Huajie Shao
(UIUC); Shengzhong Liu (UIUC); Dongxin Liu (UIUC); Lu Su (U. Buffalo); Tarek
Abdelzaher (UIUC)

16th ACM Conference on Embedded Networked Sensor Systems
(SenSys)

2018-11-08

SenseGAN: Enabling Deep Learning for Internet of Things
with a Semi-Supervised Framework

Shuochao Yao (UIUC); Yiran Zhao (UIUC); Huajie Shao (UIUC);
Chao Zhang (UIUC); Aston Zhang (Amazon); Shaohan Hu (UIUC); Dongxin Liu
(UIUC); Shengzhong Liu (UIUC); Lu Su (U. Buffalo); Tarek Abdelzaher (UIUC)

UbiComp 2018

2018-10-16

ApDeepSense: Deep Learning Uncertainty Estimation Without
the Pain for IoT Applications

Shuochao Yao (UIUC); Yiran Zhao (UIUC); Huajie Shao
(UIUC); Chao Zhang (UIUC); Aston Zhang (UIUC); Dongxin Liu (UIUC); Shengzhong
Liu (UIUC); Lu Su (U. Buffalo); Tarek Abdelzaher (UIUC)

IEEE ICDCS

2018-07-02

PRED: Periodic Region Detection for Mobility Modeling of
Social Media Users

Quan Yuan (University of Illinois); Wei Zhang (East China
Normal University); Chao Zhang (University of Illinois); Xinhe Geng
(University of Illinois); Cong Gao (Nanyang Technological University); Jiawei
Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Web Search and Data Mining
(WSDM’17)

2017-02-06

Periodic Region Detection for Mobility Modeling of Social
Media Users

Xinhe Geng (University of Illinois); Chao Zhang
(University of Illinois); Wei Zhang (Tsinghua University); Quan Yuan
(University of Illinois); Jiawei Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Web Search and Data Mining
(WSDM’17)

2017-02-10

DeepIoT: Compressing Deep Neural Network Structures for
Sensing Systems with a Compressor-Critic Framework

Shuochao Yao (UIUC); Yiran Zhao (UIUC); Aston Zhang
(UIUC); Lu Su (U. Buffalo); Tarek Abdelzaher (UIUC)

ACM Sensys

2017-11-02

Newspaper Editors vs the Crowd: On the Appropriateness of
Front Page News Selection

Arkaitz Zubiaga (CUNY)

Proc. WWW 2013 Workshop on Social News on the Web (SNOW
2013)

2013-04-13

gsketch: On Query Estimation in Graph Streams

Peixiang Zhao (UIUC); Charu Aggarwal (IBM); Min Wang (HP)

VLDB Conference

2012-02-14

Rumor Initiator Detection in Infected Signed Networks

Charu Aggarwal (IBM); Jiawei Zhang (UIC); Philip Yu (UIC)

ICDCS Conference

2017-03-05

Constrained Link Prediction on the D4D Dataset

Bo Zong (UCSB); Petko Bogdanov (UCSB); Ambuj Singh (UCSB)

NetMob 2013 (poster paper)

2013-06-15

Transient Community Detection and Its Application to Data
Forwarding in Delay Tolerant Networks

Xiaomei Zhang (PSU); Guohong Cao (PSU)

IEEE ICNP

2013-10-12

Energy-Aware Web Browsing in 3G Based Smartphones

Bo Zhao (Pennsylvania State Universtiy); Guohong Cao (PSU)

IEEE International Conference on Distributed Computing
Systems (ICDCS)

2013-08-20

Efficient Data Forwarding in Mobile Social Networks with
Diverse Connectivity Characteristics

Xiaomei Zhang (PSU); Guohong Cao (PSU)

IEEE International Conference on Distributed Computing
Systems (ICDCS)

2014-09-30

Spectrum-Aware Data Replication in Intermittently
Connected Cognitive Radio Networks

Jing Zhao (PSU); Guohong Cao (PSU)

IEEE infocom

2014-01-16

Task-Guided and Semantic-Aware Ranking for Academic
Author-Paper Correlation Inference

Chuxu Zhang (Notre Dame); Nitesh Chawla (ND)

IJCAI

2018-04-16

Mining Algorithm Roadmap in Scientific Publications

Xifeng Yan (UCSB); Keqian Li (University of California,
Santa Barbara); Hanwen Zha (UCSB); Wenhu Chen (UCSB)

ACM KDD 2019

2019-06-05

A Robust Shallow Temporal Reasoning System

Ran Zhao (UIUC); Quang Do (UIUC); Dan Roth (UIUC)

NAACL demo track

2012-06-03

Towards mobile query auto-completion: An efficient mobile
application-aware approach

Aston Zhang (University of Illinois at Urbana-Champaign);
Amit Goyal (Yahoo Labs); Ricardo Baeza-Yates (Yahoo Labs); Yi Chang (Yahoo
Labs); Jiawei Han (University of Illinois at Urbana-Champaign); Carl A.
Gunter (University of Illinois at Urbana-Champaign); Hongbo Deng (Yahoo Labs)

WWW 16 Proceedings of the 25th International Conference on
World Wide Web

2016-04-11

Delay-Constrained Caching in Cognitive Radio Networks

Jing Zhao (PSU); Wei Gao (PSU); Guohong Cao (PSU)

IEEE infocom

2014-01-16

Contact Duration Aware Data Replication in Delay Tolerant
Networks

Xuejun Zhuo (Tsinghua university); Wei Gao (PSU); qinghua
Li (PSU); Guohong Cao (PSU)

IEEE ICNP

2011-12-21

Camel: Content-Aware and Meta-path Augmented Metric
Learning for Author Identification

Chao Huang (Notre Dame); Nitesh Chawla (ND); Chuxu Zhang
(Notre Dame)

WWW

2018-01-23

Robust Classification of Information Networks by
Consistent Graph Learning

Jiawei Han (UIUC); Shi Zhi (University of Illinois);
Quanquan Gu (UIUC)

2015 European Conf. on Machine Learning and Principles and
Practices of Knowledge Discovery in Databases (ECMLPKDD’15)

2015-09-07

Aspect-Based Sentiment Analysis with Minimal Guidance

Jiawei Han (UIUC); Timothy Hanratty (ARL); Honglei Zhuang
(UIUC)

Proceedings of the 2019 SIAM International Conference on
Data Mining

2019-05-02

Learning Phrase Embeddings from Paraphrases with GRUs

Zhihao Zhou (Rensselaer Polytechnic Institute); Lifu Huang
(Rensselaer Polytechnic Institute); Heng Ji (Rensselaer Polytechnic
Institute)

the 8th International Joint Conference on Natural Language
Processing

2017-09-01

Task routing for prediction tasks

Haoqi Zhang (Harvard); Eric Horvitz (MSR); David Parkes
(Harvard); Yiling Chen (Harvard)

AAMAS’12

2012-06-04

Be Appropriate and Funny: Automatic Entity Morph Encoding

Boliang Zhang (RPI); Hongzhao Huang (RPI); Xiaoman Pan
(RPI); Heng Ji (RPI); Kevin Knight (ISI); Zhen Wen (IBM); Yizhou Sun (NEU);
Jiawei Han (UIUC); Bulent Yener (RPI)

Proc. the 52nd Annual Meeting of the Association for
Computational Linguistics (ACL2014)

2014-06-23

Context-aware Entity Morph Decoding

Boliang Zhang (RPI); Hongzhao Huang (RPI); Xiaoman Pan
(RPI); Sujian Li (PKU); Chin-Yew Lin (MSRA); Heng Ji (RPI); Kevin Knight
(ISI); Zhen Wen (Google); Yizhou Sun (NEU); Jiawei Han (UIUC); Bulent Yener
(RPI)

Proc. the 53rd Annual Meeting of the Association for
Computational Linguistics (ACL2015)

2015-07-26

splitter: Mining FineGrained Sequential Patterns in
Semantic Trajectories

Chao Zhang (UIUC); Jiawei Han (UIUC); Lidan Shou (Zhejiang
Univ.); Jiajun Lu (UIUC); Thomas La Porta (PSU)

Proc. 2014 Int. Conf. on Very Large Data Bases (VLDB’14)

2014-09-10

Where is the crowd? Crowdedness detection scheme for
mobile crowdsensing applications

Desheng Zhang (SIAT); Tian He (UMN); Fan Ye (IBM
Research); Raghu Ganti (IBM Research); Hui Lei (IBM Research)

2011-04-19

Harnessing Web Page Directories for Large-Scale
Classification of Tweets

Arkaitz Zubiaga (CUNY); Heng Ji (CUNY)

WWW2013

2013-04-13

Fast Inbound Top-K Query for Random Walk with Restart

Yidan Sun (University of Illinois); Yucheng Chen
(University of Illinois); Shan Jiang (University of Illinois); Chao Zhang
(University of Illinois); Jiawei Han (UIUC)

2015 European Conf. on Machine Learning and Principles and
Practices of Knowledge Discovery in Databases (ECMLPKDD’15)

2015-09-07

Curating and Contextualizing Twitter Stories to Assist
with Social Newsgathering

Arkaitz Zubiaga (CUNY); Heng Ji (CUNY); Kevin Knight (USC)

Proc. International Conference on Intelligent User
Interfaces (IUI2013)

2013-01-16

TEXplorer: Keyword based Object Ranking and Exploration in
Multidimensional Text Databases

Bo Zhao (UIUC); Cindy Lin (UIUC); Bolin Ding (UIUC);
Jiawei Han (UIUC)

CIKM 2011

2011-10-24

Social-Based Cooperative Caching in DTNs: A Contact
Duration Aware Approach

Xuejun Zhuo (PSU); Qinghua Li (PSU); Wei Gao (PSU);
Guohong Cao (PSU); Bolek Szymanski (RPI); Thomas La Porta (PSU)

IEEE MASS

2011-10-17

Cross-media Cross-genre Information Ranking Multi-media
Information

Hongzhao Huang (RPI); Haibo Li (Nuance); Tongtao Zhang
(RPI); Heng Ji (RPI); Min-Hsuan Tsai (UIUC); Shen-Fu Tsai (UIUC); Thomas
Huang (UIUC)

COLING2014 Workshop on Vision and Language

2014-08-23

Cross-media Cross-genre Information Ranking based on
Multi-media Information Networks

Tongtao Zhang (RPI); Haibo Li (Nuance); Hongzhao Huang
(RPI); Heng Ji (RPI); Min-Hsuan Tsai (UIUC); Shen-Fu Tsai (UIUC); Thomas
Huang (UIUC)

COLING2014 Workshop on Vision and Language.

2014-07-26

Cross-document Event Coreference Resolution based on
Cross-media Features

Tongtao Zhang (); Hongzhi Li (); Heng Ji
(RPI); Shih-Fu Chang ()

Conference on Empirical Methods in Natural Language
Processing

2015-09-17

Spatiotemporal Activity Modeling Under Data Scarcity: A
Graph-Regularized Cross-Modal Embedding Approach

Luming Zhang (EmoKit Tech Co Ltd); Carl Yang (UIUC);
Zhengchao Liu (UIUC); Mengxiong Liu (UIUC); Chao Zhang (UIUC); Jiawei Han
(UIUC)

Proc. of 2018 AAAI Conf. on Artificial Intelligence
(AAAI’18)

2018-02-02

TrioVecEvent: Embedding-Based Online Local Event Detection
in Geo-Tagged Tweet Streams

Honglei Zhuang (University of Illinois); Quan Yuan (UIUC);
Dongming Lei (University of Illinois); Liyuan Liu (University of Illinois,
Urbana-Champaign); Chao Zhang (University of Illinois at Urbana-Champai);
Timothy Hanratty (ARL); Jiawei Han (UIUC)

Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’17)

2017-08-07

ELISA-EDL: A Cross-lingual Entity Extraction, Linking and
Localization System

Boliang Zhang (RPI); Ying Lin (RPI); Xiaoman Pan (RPI); Di
Lu (RPI); Jonathan May (USC); Kevin Knight (USC); Heng Ji (RPI)

NAACL-HLT2018 Demo Track

2018-06-01

Tipping Fractions of Diehards in Social Consensus on Large
Random Networks

Weituo Zhang (RPI); Chjan Lim (RPI); Bolek Szymanski (RPI)

in “Complex Network, Proc. 3rd Workshop on Complex
Neworks, CompleNet 2012, Mel\ bourne, FL, March 7-9, 2012,” Studies in
Computational Intelligence, vol. 424, 252p. Evsukoff, Alexandre; Gonzalez,
Marta C.; Menezes, Ronaldo (Eds.), Springer, Ber\ lin, Germany, 2013, pp.
161-168.

2012-08-26

Tracking Triadic Cardinality Distributions for Burst
Detection in Social Activity Streams

Junzhou Zhao (Xian Jiatong University); John C.S. Lui (The
Chinese University of Hong kong); Don Towsley (UMASS Amherst); Pinghui Wang
(Xian Jiatong University); Xiaohong Guan (Xian Jiaotong University)

Proceedings of the 2015 ACM on Conference on Online Social
Networks

2015-11-02

A Tale of Three Graphs: Sampling Design on Hybrid
Social-Affiliation Networks

Junzhou Zhao (XJTU); John C.S. Lui (CUHK); Don Towsley
(UMASS); Pinghui Wang (Huawei); Xiaohong Guan (XJTU)

2015 Conferenece on Data Engineering

2015-04-13

Graph Cube: On Warehousing and OLAP Multidimensional
Networks

Peixiang Zhao (UIUC); Xiaolei Li (Microsoft Corporation);
Dong Xin (Google Inc.); Jiawei Han (UIUC)

Proc. of 2011 ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD’11)

2011-06-12

Knowledge Inquiry for Information Foraging

Kyriaki Zafeiroudi (Penn State); Rebecca Passonneau (PSU)

23rd ICCRTS Information Central

2018-11-06

Testing a Knowledge Inquiry System on Question Answering
Tasks

Rebecca Passonneau (PSU); Kyriaki Zafeiroudi (PSU)

Natural Language Interfaces for Web of Data (NLIWoD)

2018-06-01

Automated Workflow Synthesis

Haoqi Zhang (MIT); David Parkes (Harvard); Eric Horvitz
(Microsoft Research)

AAAI’13

2013-01-25

Debiasing Crowdsourced Batches

Honglei Zhuang (University of Illinois); Aditya
Parameswaran (University of Illinois); Dan Roth (UIUC); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Mining Top-K Large Structural Patterns in a Massive
Network

Feida Zhu (Singapore Management University); Qiang Qu
(Peking University); David Lo (Singapore Management University); Xifeng Yan
(UCSB); Jiawei Han (UIUC); Philip Yu (University of Illinois at Chicago)

Proc. of 2011 Int. Conf. on Very Large Data Bases
(VLDB’11)

2011-08-29

Data Replication in Mobile Tactical Networks

Yang Zhang (PSU); Sucharita Ray (PSU); Guohong Cao (PSU);
Thomas La Porta (PSU); Prithwish Basu (BBN)

IEEE milcom

2011-12-21

A Bayesian Approach to Discovering Truth from Conflicting
Sources for Data Integration

Bo Zhao (UIUC); Benjamin Rubinstein (Microsoft Research);
Jim Gemmell (Microsoft Research); Jiawei Han (UIUC)

Proc. 2012 Int. Conf. on Very Large Data Bases
(VLDB’12/PVLDB)

2012-01-08

Integrating Local Context and Global Cohesiveness for Open
Information Extraction

Qi Zhu (UIUC); Xiang Ren (UIUC); Jingbo Shang (UIUC); Yu
Zhang (UIUC); Ahmed El-Kishky (UIUC); Jiawei Han (UIUC)

The 11th ACM International Conference on Web Search and
Data Mining

2019-02-11

Open Information Extraction with Global Structure
Constraints

Qi Zhu (UIUC); Xiang Ren (USC); Jingbo Shang (UIUC); Yu
Zhang (UIUC); Frank Xu (SJTU); Jiawei Han (UIUC)

Proc. of 2018 Int. Conf. on World-Wide Web (WWW’18)

2018-04-23

ReNew: A Semi-Supervised Framework for Generating
Domain-Specific Lexicons and Sentiment Analysis

Zhe Zhang (NCSU); Munindar Singh (NCSU)

Proceedings of the 52nd Annual Meeting of the Association
for Computational Linguistics (ACL)

2014-04-15

SOCIALWIKI: BRING ORDER TO WIKI SYSTEMS WITH SOCIAL
CONTEXT

Haifeng Zhao (UC Davis); Ye Shaozhi (UC Davis); Prantik
Bhattacharyya (UC Davis); Felix Wu (UCD)

Social Informatics’ 2010

2010-10-28

FTS: Faceted Taxonomy Construction and Search for
Scientific Publications

Jiawei Han (UIUC); Michelle Vanni (ARL); Warren Greiff
(MITRE); Keqian Li (UCSB); Jiaming Shen (UIUC); Hanwen Zha (UCSB); Xifeng Yan
(UCSB)

ACM International Conference on Knowledge Discovery and
Data Mining (SIGKDD 2018)

2018-06-15

ClaimVerif: A Real-time Claim Verification System Using
the Web and Fact Databases

Shi Zhi (UIUC); Yicheng Sun (UIUC); Jiayi Liu (UIUC); Chao
Zhang (UIUC); Jiawei Han (UIUC)

Proc. of 2017 ACM Int. Conf. on Information and Knowledge
Management (CIKM’17)

2017-11-06

TaxoGen: Unsupervised Topic Taxonomy Construction by
Adaptive Term Embedding and Clustering

Chao Zhang (UIUC); Fangbo Tao (Facebook); Xiusi Chen
(UIUC); Jiaming Shen (UIUC); Meng Jiang (University of Notre Dame); Brian
Sadler (ARL); Michelle Vanni (ARL); Jiawei Han (UIUC)

Proc. of 2018 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining (KDD’18)

2018-08-19

Resource-Aware Approaches for Truth Analysis in
Crowdsourcing

Xiaomei Zhang (PSU); Yibo Wu (PSU); Guohong Cao (PSU)

IEEE International Conference on Mobile Ad-hoc and Sensor
Systems (MASS)

2016-07-18

Expertise-Aware Truth Analysis and Task Allocation in
Mobile Crowdsourcing

Guohong Cao (PSU); Heng Ji (RPI); Yibo Wu (PSU); Xiaomei
Zhang (PSU)

IEEE ICDCS

2017-03-14

Towards Scalable Critical Alert Mining

Bo Zong (UCSB); Yinghui Wu (UCSB); Ambuj Singh (UCSB);
Jiawei Han (UIUC); Xifeng Yan (UCSB)

SIGKDD 2014

2014-09-01

Inferring the Underlying Structure of Information Cascades

Bo Zong (UCSB); Yinghui Wu (UCSB); Ambuj Singh (UCSB);
Xifeng Yan (UCSB)

International COnference on Data Mining (ICDM)

2012-11-13

Identifying Semantically Deviating Outlier Documents

Honglei Zhuang (University of Illinois); Chi Wang
(Microsoft Research); Fangbo Tao (UIUC); Lance Kaplan (ARL); Jiawei Han
(UIUC)

Proc. of 2017 Conf. on Empirical Methods in Natural
Language Processing (EMNLP’17)

2017-09-07

Improving Event Extraction via Cross-Modal Integration

Wei Liu (Columbia); Lifu Huang (Columbia); Joseph Ellis
(Columbia); Hongzhi Li (Columbia); Hanwang Zhang (Columbia); Spencer
Whitehead (RPI); Tongtao Zhang (RPI); Heng Ji (RPI); Shih-Fu Chang
(Columbia); Heng Ji (RPI)

Proc. the 25th ACM International Conference on Multimedia
(ACMMM2017)

2017-11-09

Bringing Semantics to Spatiotemporal Data Mining:
Challenges, Methods, and Applications

Chao Zhang (UIUC); Quan Yuan (UIUC); Jiawei Han (UIUC)

Proc of 2017 IEEE Int. Conf on Data Engineering (ICDE’17)
(Conference tutorial)

2017-04-19

Collaborative Multi-Level Embedding Learning from Reviews
for Rating Prediction

Wei Zahng (Tsinghua University); Quan Yuan (UIUC); Jiawei
Han (UIUC); Jianyong Wang (Jiansu Normal University)

IJCAI 2016

2016-07-09

Dynamic Truth Discovery on Numerical Data

Jiawei Han (UIUC); Qi Li (UIUC); Zhaoran Wang
(Northwestern University); Zheyi Zhu (UIUC); Shi Zhi (UIUC); Fan Yang (UIUC)

Proc of 2018 IEEE Int. Conf. on Data Mining (ICDM’18)

2018-11-01

Mining Query-Based Subnetwork Outliers in Heterogeneous
Information Networks

Honglei Zhuang (UIUC); Jing Zhang (Tsinghua); George Brova
(UIUC); Jie Tang (Tsinghua); Hasan Cam (ARL); Xifeng Yan (UCSB); Jiawei Han
(UIUC)

Proc. of 2014 ACM SIGKDD Int. Conf. on Knowledge Discovery
and Data Mining

2014-12-15

Who Will Attend? – Predicting Event Attendance in
Event-Based Social Network

Xiaomei Zhang (PSU); Jing Zhao (PSU); Guohong Cao (PSU)

IEEE International Conference on Mobile Data Management
(MDM)

2015-04-29

Query Answering in Content-Based Mobile Opportunistic
Networks

Jing Zhao (PSU); Xiaomei Zhang (PSU); Guohong Cao (PSU);
Mudhakar Srivatsa (IBM); Xifeng Yan (UCSB)

IEEE MASS

2014-10-23

Assembler: Efficient Discovery of Spatial Co-evolving
Patterns in Massive Geo-sensory Data

Chao Zhang (University of Illinois); Yu Zheng (Microsoft
Research, Beijing); Xiuli Ma (Peking University); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

Modeling Truth Existence in Truth Discovery

Shi Zhi (University of Illinois); Bo Zhao (University of
Illinois); Wenzhu Tong (University of Illinois); Jing Gao (UIUC); Dian Yu
(RPI); Heng Ji (RPI); Jiawei Han (UIUC)

2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
Mining (KDD’15)

2015-08-10

A Spherical Hidden Markov Model for Semantics-Rich Human
Mobility Modeling

Jiawei Han (UIUC); Xiaobin Gao (UIUC); Shuochao Yao
(UIUC); Chao Zhang (UIUC); Wanzheng Zhu (UIUC)

Proc. of 2018 AAAI Conf. on Artificial Intelligence
(AAAI’18)

2018-02-02

Regions, Periods, Activities: Uncovering Urban Dynamics
via Cross-Modal Representation Learning

Jiawei Han (UIUC); Shaowen Wang (University of Illinois);
Timothy Hanratty (ARL); Yu Zheng (Microsoft Research Asia); Haoruo Peng
(University of Illinois); Quan Yuan (University of Illinois); Keyang Zhang
(University of Illinois); Chao Zhang (University of Illinois)

Proc. of 2017 World-Wide Web Conf. (WWW’17)

2017-04-03

ReAct: Recency-Aware Urban Activity from Modeling
Geo-Tagged Social Streams

Chao Zhang (UIUC); Keyang Zhang (UIUC); Quan Yuan (UIUC);
Fangbo Tao (UIUC); Luming Zhang (Hefei University of Technology); Timothy
Hanratty (ARL); Jiawei Han (UIUC)

Proc. of 2017 ACM SIGIR Conf. on Research &
Development in Information Retrieval (SIGIR’17)

2017-08-07

GMove: Group-Level Mobility Modeling Using Geo-Tagged
Social Media

Timothy Hanratty (ARL); Luming Zhang (Hefei University of
Technology); Quan Yuan (University of Illinois); Keyang Zhang (University of
Illinois); Chao Zhang (University of Illinois); Jiawei Han (UIUC)

Proc. of 2016 ACM SIGKDD Conf. on Knowledge Discovery and
Data Mining (KDD’16)

2016-08-16

GeoBurst: Real-Time Local Event Detection in Geo-Tagged
Tweet Streams

Shaowen Wang (University of Illinois); Lance Kaplan (ARL);
Yu Zheng (Microsoft Research, Beijing); Honglei Zhuang (University of
Illinois); Quan Yuan (University of Illinois); Guangyu Zhou (University of
Illinois); Chao Zhang (University of Illinois); Jiawei Han (UIUC)

Proc. of 2016 ACM SIGIR Conf. on Research &
Development in Information Retrieval (SIGIR’16)

2016-07-17