2023

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Natural and Artificial Dynamics in GNNs: A Tutorial
Dongqi Fu | Zhe Xu | Hanghang Tong | Jingrui He
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

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MUSENET: Multi-Scenario Learning for Repeat-Aware Personalized Recommendation
Senrong Xu | Liangyue Li | Yuan Yao | Zulong Chen | Han Wu | Quan Lu | Hanghang Tong
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation
Hao Wang | Defu Lian | Hanghang Tong | Qi Liu | Zhenya Huang | Enhong Chen
2022 Volume 40 Issue 2

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Structure Meets Sequences: Predicting Network of Co-evolving Sequences
Yaojing Wang | Yuan Yao | Feng Xu | Yada Zhu | Hanghang Tong
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders
Jinning Li | Huajie Shao | Dachun Sun | Ruijie Wang | Yuchen Yan | Jinyang Li | Shengzhong Liu | Hanghang Tong | Tarek F. Abdelzaher
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
DISCO: Comprehensive and Explainable Disinformation Detection
Dongqi Fu | Yikun Ban | Hanghang Tong | Ross Maciejewski | Jingrui He
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
SuGeR: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation
Zhenning Zhang | Boxin Du | Hanghang Tong
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Dissecting Cross-Layer Dependency Inference on Multi-Layered Inter-Dependent Networks
Yuchen Yan | Qinghai Zhou | Jinning Li | Tarek F. Abdelzaher | Hanghang Tong
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning
Baoyu Jing | Shengyu Feng | Yuejia Xiang | Xi Chen | Yu Chen | Hanghang Tong
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Adversarial Graph Contrastive Learning with Information Regularization
Shengyu Feng | Baoyu Jing | Yada Zhu | Hanghang Tong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network
Jian Kang | Yan Zhu | Yinglong Xia | Jiebo Luo | Hanghang Tong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Graph Communal Contrastive Learning
Bolian Li | Baoyu Jing | Hanghang Tong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Graph Sanitation with Application to Node Classification
Zhe Xu | Boxin Du | Hanghang Tong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Unsupervised Attributed Network Embedding via Cross Fusion
Guosheng Pan | Yuan Yao | Hanghang Tong | Feng Xu | Jian Lu
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Fair Graph Mining
Jian Kang | Hanghang Tong
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Evaluating Graph Vulnerability and Robustness using TIGER
Scott Freitas | Diyi Yang | Srijan Kumar | Hanghang Tong | Duen Horng Chau
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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DESTINE: Dense Subgraph Detection on Multi-Layered Networks
Zhe Xu | Si Zhang | Yinglong Xia | Liang Xiong | Jiejun Xu | Hanghang Tong
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
BRIGHT: A Bridging Algorithm for Network Alignment
Yuchen Yan | Si Zhang | Hanghang Tong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Attent: Active Attributed Network Alignment
Qinghai Zhou | Liangyue Li | Xintao Wu | Nan Cao | Lei Ying | Hanghang Tong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Few-shot Network Anomaly Detection via Cross-network Meta-learning
Kaize Ding | Qinghai Zhou | Hanghang Tong | Huan Liu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Network of Tensor Time Series
Baoyu Jing | Hanghang Tong | Yada Zhu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
HDMI: High-order Deep Multiplex Infomax
Baoyu Jing | Chanyoung Park | Hanghang Tong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
Network Alignment: Recent Advances and Future Directions
Si Zhang | Hanghang Tong
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Few-shot Insider Threat Detection
Shuhan Yuan | Panpan Zheng | Xintao Wu | Hanghang Tong
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
A View-Adversarial Framework for Multi-View Network Embedding
Dongqi Fu | Zhe Xu | Bo Li | Hanghang Tong | Jingrui He
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Bringing Order to Network Embedding: A Relative Ranking based Approach
Yaojing Wang | Guosheng Pan | Yuan Yao | Hanghang Tong | Hongxia Yang | Feng Xu | Jian Lu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Dual-regularized one-class collaborative filtering with implicit feedback
Yuan Yao | Hanghang Tong | Guo Yan | Feng Xu | Xiang Zhang | Boleslaw K. Szymanski | Jian Lu
2019 Volume 22 Issue 3

doi dblp
Spiral of Silence in Recommender Systems
Dugang Liu | Chen Lin | Zhilin Zhang | Yanghua Xiao | Hanghang Tong
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
Adaptive Feature Redundancy Minimization
Rui Zhang | Hanghang Tong | Yifan Hu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Robust Embedded Deep K-means Clustering
Rui Zhang | Hanghang Tong | Yinglong Xia | Yada Zhu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
N2N: Network Derivative Mining
Jian Kang | Hanghang Tong
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
MrMine: Multi-resolution Multi-network Embedding
Boxin Du | Hanghang Tong
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Discerning Edge Influence for Network Embedding
Yaojing Wang | Yuan Yao | Hanghang Tong | Feng Xu | Jian Lu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Multilevel Network Alignment
Si Zhang | Hanghang Tong | Ross Maciejewski | Tina Eliassi-Rad
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
GTA^ 2018: Workshop on Graph Techniques for Adversarial Activity Analytics
Jiejun Xu | Hanghang Tong | Tsai-Ching Lu | Jingrui He | Nadya Bliss
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
Network Science of Teams: Characterization, Prediction, and Optimization
Liangyue Li | Hanghang Tong
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
X-Rank: Explainable Ranking in Complex Multi-Layered Networks
Jian Kang | Scott Freitas | Haichao Yu | Yinglong Xia | Nan Cao | Hanghang Tong
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Towards Explainable Networked Prediction
Liangyue Li | Hanghang Tong | Huan Liu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

doi dblp
Version-Aware Rating Prediction for Mobile App Recommendation
Yuan Yao | Wayne Xin Zhao | Yaojing Wang | Hanghang Tong | Feng Xu | Jian Lu
2017 Volume 35 Issue 4

doi dblp
Fast and Flexible Top-k Similarity Search on Large Networks
Jing Zhang | Jie Tang | Cong Ma | Hanghang Tong | Yu Jing | Juanzi Li | Walter Luyten | Marie-Francine Moens
2017 Volume 36 Issue 2

doi dblp
Rapid Analysis of Network Connectivity
Scott Freitas | Hanghang Tong | Nan Cao | Yinglong Xia
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Automatic Navbox Generation by Interpretable Clustering over Linked Entities
Chenhao Xie | Lihan Chen | Jiaqing Liang | Kezun Zhang | Yanghua Xiao | Hanghang Tong | Haixun Wang | Wei Wang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
NEMO: Next Career Move Prediction with Contextual Embedding
Liangyue Li | How Jing | Hanghang Tong | Jaewon Yang | Qi He | Bee-Chung Chen
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

doi dblp
Shifu: Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data
Wei Wang | Jiaying Liu | Feng Xia | Irwin King | Hanghang Tong
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

doi dblp
ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era
Lei Shi | Hanghang Tong | Chaoli Wang | Leman Akoglu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
BigNet 2016: First Workshop on Big Network Analytics
Jie Tang | Keke Cai | Zhong Su | Hanghang Tong | Michalis Vazirgiannis | Yang Yang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
TEAMOPT: Interactive Team Optimization in Big Networks
Liangyue Li | Hanghang Tong | Nan Cao | Kate Ehrlich | Yu-Ru Lin | Norbou Buchler
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Tag2Word: Using Tags to Generate Words for Content Based Tag Recommendation
Yong Wu | Yuan Yao | Feng Xu | Hanghang Tong | Jian Lu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

doi dblp
Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation
Liangyue Li | Hanghang Tong | Nan Cao | Kate Ehrlich | Yu-Ru Lin | Norbou Buchler
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015

2014

doi dblp
1st workshop on diffusion networks and cascade analytics
Peng Cui | Fei Wang | Hanghang Tong | Manuel Gomez-Rodriguez
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

doi dblp
WiiCluster: a Platform for Wikipedia Infobox Generation
Kezun Zhang | Yanghua Xiao | Hanghang Tong | Haixun Wang | Wei Wang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

doi dblp
Accelerometer-based Activity Recognition on Smartphone
Xing Su | Hanghang Tong | Ping Ji
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

doi dblp
Dual-Regularized One-Class Collaborative Filtering
Yuan Yao | Hanghang Tong | Guo Yan | Feng Xu | Xiang Zhang | Boleslaw K. Szymanski | Jian Lu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

doi dblp
Query complex graph patterns: tools and applications
Hanghang Tong
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

doi dblp
User churn in focused question answering sites: characterizations and prediction
Jagat Sastry Pudipeddi | Leman Akoglu | Hanghang Tong
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

doi dblp
MATRI: a multi-aspect and transitive trust inference model
Yuan Yao | Hanghang Tong | Xifeng Yan | Feng Xu | Jian Lu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

doi dblp
Gateway finder in large graphs: problem definitions and fast solutions
Hanghang Tong | Spiros Papadimitriou | Christos Faloutsos | Philip S. Yu | Tina Eliassi-Rad
2012 Volume 15 Issue 3-4

doi dblp
Fast and reliable anomaly detection in categorical data
Leman Akoglu | Hanghang Tong | Jilles Vreeken | Christos Faloutsos
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

doi dblp
Gelling, and melting, large graphs by edge manipulation
Hanghang Tong | B. Aditya Prakash | Tina Eliassi-Rad | Michalis Faloutsos | Christos Faloutsos
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

doi dblp
Information spreading in context
Dashun Wang | Zhen Wen | Hanghang Tong | Ching-Yung Lin | Chaoming Song | Albert-László Barabási
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011

2009

doi dblp
iPoG: fast interactive proximity querying on graphs
Hanghang Tong | Huiming Qu | Hani Jamjoom | Christos Faloutsos
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2008

doi dblp
Fast mining of complex time-stamped events
Hanghang Tong | Yasushi Sakurai | Tina Eliassi-Rad | Christos Faloutsos
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2005

doi dblp
Multiple random walk and its application in content-based image retrieval
Jingrui He | Hanghang Tong | Mingjing Li | Wei-Ying Ma | Changshui Zhang
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2005, November 10-11, 2005, Singapore

2004

doi dblp
Mean version space: a new active learning method for content-based image retrieval
Jingrui He | Hanghang Tong | Mingjing Li | HongJiang Zhang | Changshui Zhang
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2004, October 15-16, 2004, New York, NY, USA