Jiliang Tang– Publications

^§ The students I advised or co-advised when preparing the papers. 

2017

• Yuening Hu, Changsung Kang, Jiliang Tang, Dawei Yin, and Yi Chang
  Large-scale Location Prediction for Web Pages
  IEEE Trans on Knowledge and Data Engineering (TKDE), 2017

• Jundong Li, Jiliang Tang and Huan Liu
  Reconstruction-based Unsupervised Feature Selection: An Embedded Approach
  Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017

• Suhas Ranganth, Suhang Wang, Xia Hu, Jiliang Tang, and Huan Liu
  Facilitating Time Critical Information Seeking in Social Media
  IEEE Trans on Knowledge and Data Engineering (TKDE), 2017

• Jundong Li, Jiliang Tang and Huan Liu
  Recent Advances in Feature Selection: A Data Perspective
  Tutorial in ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2017

• Yilin Wang, Jiliang Tang, Jundong Li, Baoxin Li, Yali Wan, Clayton Mellina, Neil O'Hare and Yi Chang
  Understanding and Discovering Deliberate Self-harm Content in Social Media
  Proceedings of International World Wide Web Conference (WWW), 2017

• Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark Hasegawa-Johnson and Thomas Huang
  Streaming Recommender Systems
  Proceedings of International World Wide Web Conference (WWW), 2017

• Suhang Wang, Yilin Wang, Jiliang Tang, Kai Shu, Suhas Ranganath and Huan Liu
  What Your Images Reveal: Exploiting Visual Contents for Point-of-Interest Recommendation
  Proceedings of International World Wide Web Conference (WWW), 2017

• Lin Chen, Jiliang Tang and Baoxin Li
  Supervised Feature Selection for Multi-class Data
  Proceedings of the Seventeenth SIAM International Conference on Data Mining (SDM), 2017

• Suhang Wang, Yilin Wang, Jiliang Tang, Charu Aggarwal, Suhas Ranganath and Huan Liu
  Exploiting Hierarchical Structures for Unsupervised Feature Selection
  Proceedings of the Seventeenth SIAM International Conference on Data Mining (SDM), 2017

• Suhang Wang, Jiliang Tang, Charu Aggarwal, Yi Chang and Huan Liu
  Signed Network Embedding in Social Media
  Proceedings of the Seventeenth SIAM International Conference on Data Mining (SDM), 2017

• Yang Li, Suhang Wang, Quan Pan, Tao Yang and Jiliang Tang
  Price Recommendation on Vacation Rental Websites
  Proceedings of the Seventeenth SIAM International Conference on Data Mining (SDM), 2017

• Kai Shu, Suhang Wang, Jiliang Tang, Reza Zafarani and Huan Liu
  User Identity Linkage across Online Social Netwroks: A Review
  To appear in SIGKDD Explorations

• Kewei Cheng, Jundong Li, Jiliang Tang, and Huan Liu
  Unsupervised Sentiment Analysis with Signed Social Networks
  Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI), 2017

• Yilin Wang, Suhang Wang, Jiliang Tang, Guojun Qi, Huan Liu and Baoxin Li
  CLARE:A Joint Approach to Label Classification and Tag Recommendation
  Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI), 2017

• Lu Jiang, Yannis Kalantidis, Liangliang Cao, Sachin Farfade, Jiliang Tang, and Alex Hauptmann.
  Delving Deep into Personal Photo and Video Search
  In the 10th International Conference on Web Search and Data Mining (WSDM), 2017

2016

• Huan Liu, Fred Morstatter, Jiliang Tang, and Reza Zafarani
  The good, the bad, and the ugly: uncovering novel research opportunities in social media mining
  In International Journal of Data Science and Analytics, 2016

• Yunlong He, Jiliang Tang, Hua Ouyang, Changsung Kang, Dawei Yin and Yi Chang.
  Learning to Rewrite Queries
  In Proceedings of 25th ACM Conference on Information and Knowledge Management (CIKM), 2016

• Suhang Wang, Jiliang Tang, Fred Morstatter and Huan Liu.
  Paired Restricted Boltzmann Machine for Linked Data
  In Proceedings of 25th ACM Conference on Information and Knowledge Management (CIKM), 2016

• Suhang Wang, Jiliang Tang, Charu Aggarwal and Huan Liu.
  Linked Document Embedding for Classification
  In Proceedings of 25th ACM Conference on Information and Knowledge Management (CIKM), 2016

• Jiliang Tang, Yi Chang, Charu Aggarwal, and Huan Liu.
  A Survey of Signed Network Mining in Social Media
  To appear in ACM Computing Surveys.

• Dawei Yin, Yuening Hu, Jiliang Tang, Tim Daly Jr., Mianwei Zhou, Hua Ouyang, Jianhui Chen, Changsung Kang, Hongbo Deng, Chikashi Nobata, Jean-Marc Langlois, Yi Chang.
  Ranking Relevance in Yahoo Search
  In Proceedings of the 22nd annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2016

• Shiyu Chang^§, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark Hasegawa-Johnson, Thomas S. Huang.
  Positive-Unlabeled Learning in Streaming Networks
  In Proceedings of the 22nd annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2016

• Ruifang He, Yang Liu, Guangchuan Yu, Jiliang Tang, Qinghua Hu, and Jianwu Dang
  Twitter Summarization with Social-Temporal Context
  to appear in World Wide Web Journal

• Yi Chang, Jiliang Tang, Dawei Yin, Makoto Yamada, and Yan Liu.
  Timeline Summarization with Life Cycle Models from Social Media
  Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016

• Yilin Wang^§, Suhang Wang, Jiliang Tang, Huan Liu and Baoxin Li.
  PPP: Joint Pointwise and Pairwise Image Label Prediction
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016

• Ruifang He, Jiliang Tang, Pinghua Gong, Qinghua Hu and Bo Wang.
  Multi-document summarization via group sparse learning
  Information Sciences, 2016.

• Ghazaleh Beigi^§, Jiliang Tang and Huan Liu.
  Signed Link Analysis in Social Media Networks
  The 10th International AAAI Conference on Weblogs and Social Media (ICWSM), 2016

• Suhas Ranganth^§, Xia Hu, Jiliang Tang, Suhang Wang and Huan Liu.
  Identifying Rhetorical Questions in Social Media
  The 10th International AAAI Conference on Weblogs and Social Media (ICWSM), 2016

• Pritam Gundecha, Jiliang Tang, Xia Hu and Huan Liu.
  Exploring Personal Attributes from Unprotected Interactions
  The 10th International AAAI Conference on Weblogs and Social Media (ICWSM)， 2016.

• Jundong Li^§, Kewei Cheng^§, Suhang Wang^§, Fred Morstatter, Robert P. Trevino, Jiliang Tang and Huan Liu
  Feature Selection: A Data Perspective
  scikit-feature an open-source feature selection repository in Python

• Jiliang Tang, Charu Aggarwal and Huan Liu.
  Node Classification in Signed Social Networks
  SIAM International Conference on Data Mining (SDM), 2016

• Ghazaleh Beigi^§, Jiliang Tang, Suhang Wang and Huan Liu.
  Exploiting Emotional Information for Trust/Distrust Prediction
  SIAM International Conference on Data Mining (SDM), 2016

• Jiliang Tang, Charu Aggarwal and Huan Liu.
  Recommendations in Signed Social Networks
  the 25nd International World Wide Web Conference (WWW), 2016

• Suhas Ranganath^§, Xia Hu, Jiliang Tang, and Huan Liu.
  Understanding and Identifying Advocates of Political Campaigns on Social Media
  ACM International Conference on Web Search and Data Mining (WSDM), 2016

• Suhas Ranganath^§, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, and Huan Liu.
  Predicting Online Protest Participation of Social Media Users
  the AAAI Conference on Artificial Intelligence (AAAI), 2016

• Jiliang Tang, SuhangWang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang and Huan Liu.
  Recommendation with Social Dimensions
  the AAAI Conference on Artificial Intelligence (AAAI), 2016

2015

• Jiliang Tang, and Huan Liu.
  Trust in Social Media
  Morgan Claypool & Publishers, 2015

• Suhang Wang^§, Jiliang Tang, and Huan Liu.
  Feature Selection
  Encyclopedia of Machine Learning and Data Mining, 2015

• Jiliang Tang, Huiji Gao, Atish Das Sarma, Yingzhou Bi, and Huan Liu.
  Trust Evolution: Modeling and Its Applications
  IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015.

• Suhas Ranganath^§, Suhang Wang, Xia Hu, Jiliang Tang and Huan Liu.
  Facilitating Time-Critical Information Seeking in Social Media
  the IEEE International Conference on Data Mining (ICDM), 2015

• Yunzhong Liu, Yi Chen, Jiliang Tang, and Huan Liu.
  Context-Aware Experience Extraction from Online Health Forums
  IEEE International Conference on Healthcare Informatics (ICHI), 2015

• Suhang Wang^§, Jiliang Tang, and Huan Liu.
  Toward Dual Roles of Users in Recommender Systems
  ACM International Conference of Information and Knowledge Management (CIKM), 2015

• Jundong Li ^§, Xia Hu, Jiliang Tang and Huan Liu.
  Unsupervised Streaming Feature Selection in Social Media
  ACM International Conference of Information and Knowledge Management (CIKM), 2015

• Shiyu Chang ^§, Wei Han, Jiliang Tang, Guo-Jun Qi, Charu Aggarwal, and Thomas Huang.
  Heterogeneous Network Embedding via Deep Architectures
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining(KDD), 2015

• Suhang Wang ^§, Jiliang Tang, Yilin Wang, and Huan Liu.
  Exploring Implicit Hierarchical Structures for Recommender Systems
  International Joint Conference on Artificial Intelligence (IJCAI), 2015

• Yilin Wang^§, Suhang Wang, Jiliang Tang, Huan Liu and Baoxin Li.
  Unsupervised Sentiment Analysis for Social Media Images
  International Joint Conference on Artificial Intelligence (IJCAI), 2015  [Project Webpage] 

• Jiliang Tang, Chikashi Nobata, Anlei Dong, Yi Chang and Huan Liu.
  Propagation-based Sentiment Analysis for Microblogging Data
  SIAM International Conference on Data Mining (SDM), 2015

• Suhang Wang^§, Jiliang Tang, and Huan Liu.
  Embedded Unsupervised Feature Selection
  the AAAI Conference on Artificial Intelligence (AAAI), 2015

• Huiji Gao, Jiliang Tang, Xia Hu, and Huan Liu.
  Content-Aware Point of Interest Recommendation on Location-Based Social Networks
  the AAAI Conference on Artificial Intelligence (AAAI), 2015

• Suhas Ranganath^§, Jiliang Tang, Xia Hu, Hari Sundaram, and Huan Liu.
  Leveraging Social Foci for Information Seeking in Social Media
  the AAAI Conference on Artificial Intelligence (AAAI), 2015

• Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, and Guoyong Cai.
  Modeling Status Theory in Trust Prediction
  the AAAI Conference on Artificial Intelligence (AAAI), 2015

• Jiliang Tang, Shiyu Chang, Charu Aggarwal, and Huan Liu.
  Negative Link Prediction in Social Media
  ACM International Conference on Web Search and Data Mining (WSDM), 2015 [Slides]

2014

• Mohammad Ali Abbasi, Jiliang Tang, and Huan Liu.
  Trust Aware Recommender Systems
  in Machine Learning book on computational trust, Chapman and Hall/CRC Press

• Jiliang Tang, Salem Alelyani and Huan Liu.
  Feature Selection for Classification: A Review
  in Data Classification: Algorithms and Applications. Editor: Charu Aggarwal, CRC Press

• Pritam Gundecha , Geoffrey Barbier, Jiliang Tang and Huan Liu.
  User Vulnerability and its Reduction on a Social Networking Site
  ACM Transactions on Knowledge Discovery from Data (TKDD), 2014

• jiliang Tang and Huan Liu.
  An Unsupervised Feature Selection Framework for Social Media Data
  IEEE Transactions on Knowledge and Data Engineering (TKDE), 2014

• Jiliang Tang and Huan Liu.
  Feature Selection for Social Media Data
  ACM Transactions on Knowledge Discovery from Data (TKDD), 2014

• Huiji Gao, Jiliang Tang and Huan Liu.
  Solving the Cold Start Problem in Location Recommendation with Geo-Social Correlations
  Data mining and Knowledge Discovery (DMKD), 2014

• Huiji Gao, Jiliang Tang and Huan Liu.
  Personalized Location Recommendation on Location-based Social Network
  Tutorial on The ACM Recommender System conference (Recsys), 2014

• Jiliang Tang, Jie Tang and Huan Liu.
  Recommendation in Social Media - Recent Advances and New Frontier
  Tutorial on 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2014

• Jiliang Tang and Huan Liu.
  Trust in Social Computing
  Tutorial on the 23nd International World Wide Web Conference (WWW), 2014

• Xia Hu, Jiliang Tang, Huiji Gao and Huan Liu.
  Social Spammer Detection with Sentiment Information
  IEEE International Conference on Data Mining (ICDM), 2014

• Jiliang Tang, Xia Hu, Yi Chang, and Huan Liu.
  Predictability of Distrust with Interaction Data
  ACM International Conference on Information and Knowledge Management (CIKM), 2014

• Jiliang Tang, Xia Hu and Huan Liu.
  Is Distrust the Negation of Trust? The Value of Distrust in Social Media
  ACM Hypertext conference (HT), 2014

• Mohammad Ali Abbasi, Reza Zafarani, Jiliang Tang, and Huan Liu.
  Am I More Similar to My Followers or Followees? Homophily Effect in Directed Online Social Networks
  ACM Hypertext conference (HT), 2014

• Mohammad Ali Abbasi, Jiliang Tang, and Huan Liu.
  Scalable Learning of Users' Preferences Using Networked Data
  ACM Hypertext conference (HT), 2014

• Guoyong Cai, Jiliang Tang, Yiming Wen.
  Trust Prediction with Temporal Dynamics
  Web-Age Information Management, 2014

• Xia Hu, Jiliang Tang, and Huan Liu.
  Leveraging Knowledge across Media for Spammer Detection in Microblogging
  In Proceedings of the 37th Annual ACM SIGIR Conference (SIGIR), 2014.

• Xia Hu, Jiliang Tang, and Huan Liu.
  Online Social Spammer Detection
  In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI), 2014

• Jiliang Tang, Xia Hu, Huiji Gao, and Huan Liu.
  Discriminant Analysis for Unsupervised Feature Selection
  the 14th SIAM International Conference on Data Mining (SDM), 2014

2013

• Salem Alelyani, Jiliang Tang and Huan Liu.
  Feature Selection for Clustering: A Review
  in Data Clustering: Algorithms and Applications, Editor: Charu Aggarwal and Chandan Reddy, CRC Press.

• Jiliang Tang , Yi Chang and Huan Liu.
  Mining Social Media with Social Theories: A Survey
  SIGKDD Explorations, 2013

• Jiliang Tang , Xia Hu and Huan Liu.
  Social Recommendation: A Review
  , Social Network Analysis and Mining (SNAM), 2013

• Huiji Gao, Jiliang Tang, Xia Hu and Huan Liu.
  Modeling Temporal Effects of Human Mobile Behavior on Location-Based Social Networks
  ACM International Conference on Information and Knowledge Management (CIKM), 2013

• Jiliang Tang , Huiji Gao, Xia Hu and Huan Liu.
  Context-Aware Review Helpfulness Rating Prediction
  the ACM Conference Series on Recommender Systems (RecSys), 2013

• Huiji Gao, Jiliang Tang, Xia Hu and Huan Liu.
  Exploring Temporal Effects for Location Recommendation on Location-Based Social Networks
  the ACM Conference Series on Recommender Systems (RecSys), 2013

• Huiji Gao, Xufei Wang, Jiliang Tang and Huan Liu.
  Network Denoising in Social Media
  the 2013 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), 2013

• Jiliang Tang, Xia Hu, Huiji Gao, and Huan Liu.
  Exploiting Local and Global Social Context for Recommendation
  the 23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013

• Xia Hu, Jiliang Tang, Yanchao Zhang, and Huan Liu.
  Social Spammer Detection in Microblogging
  the 23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013

• Xia Hu, Jiliang Tang, Huiji Gao, and Huan Liu.
  Unsupervised Sentiment Analysis with Emotional Signals
  the 22nd International World Wide Web Conference (WWW), 2013

• Jiliang Tang and Huan Liu.
  CoSelect: Feature Selection with Instance Selection for Social Media Data
  the 13th SIAM International Conference on Data Mining (SDM), 2013

• Jiliang Tang, Xia Hu, Huiji Gao, and Huan Liu.
  Unsupervised Feature Selection for Multi-view Data in Social Media
  the 13th SIAM International Conference on Data Mining (SDM), 2013

• Xia Hu, jiliang Tang, Huiji Gao, and Huan Liu.
  ActNeT: Active Learning for Networked Texts in Microblogging
  the 13th SIAM International Conference on Data Mining (SDM), 2013

• Jiliang Tang, Huiji Gao, Xia Hu, and Huan Liu.
  Exploiting Homophily Effect for Trust Prediction
  the 6th ACM International Conference on Web Search and Data Mining (WSDM), 2013

• Xia Hu, Lei Tang, Jiliang Tang, and Huan Liu.
  Exploiting Social Relations for Sentiment Analysis in Microblogging
  the 6th ACM International Conference on Web Search and Data Mining (WSDM), 2013

2012 and Before

• Huiji Gao, Jiliang Tang and Huan Liu.
  gSCorr: Modeling Geo-Social Correlations for New Check-ins on Location-Based Social Networks
  ACM International Conference on Information and Knowledge Management (CIKM), 2012

• Huiji Gao, Jiliang Tang and Huan Liu.
  Mobile Location Prediction in Spatio-Temporal Context
  Nokia Mobile Data Challenge Workshop 2012
  The 3rd Place Dedicated Task 2: Next Location Prediction
  

• Jiliang Tang and Huan Liu.
  Unsupervised Feature Selection for Linked Social Media Data
  the Eighteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2012  [video] 

• Jiliang Tang, Huiji Gao, Huan Liu and Atish Das Sarma.
  eTrust: Understanding Trust Evolution in an Online World
  the Eighteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2012  [PPT] [video]

• Huiji Gao, Jiliang Tang, Huan Liu.
  Exploring Social-Historical Ties on Location-Based Social Networks
  , the Sixth International AAAI Conference on Weblogs and Social Media (ICWSM), 2012

• Jiliang Tang, Huan Liu.
  Feature Selection with Linked Data in Social Media
  SIAM International Conference on Data Mining (SDM), 2012  [PPT]

• Jiliang Tang, Huiji Gao, and Huan Liu.
  mTrust: Discerning Multi-Faceted Trust in a Connected World
  the 5th ACM International Conference on Web Search and Data Mining (WSDM), 2012  [PPT] 

• Jiliang Tang, Xufei Wang, Huiji Gao, Xia Hu and Huan Liu.
  Enriching Short Texts Representation in MicroBlog for Clustering
  Frontiers of Computer Science, 2012   [Dataset]

• Jiliang Tang, Xufei Wang and Huan Liu.
  Integrating Social Media Data for Community Detection
  MSM-MUSE, 2011

• Xufei Wang, Jiliang Tang, Huan Liu.
  Document Clustering via Matrix Representation
  the 11th IEEE International Conference on Data Mining (ICDM), 2011

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