FULL PUBLICATION LIST    (Back to Jie Tang (Tang, Jie) 's Homepage)
An overview of the recent research in our laboratory: Computational Models for Micro-level Social Network Analysis ([PDF Version])

Books

  1. Jie Tang and Juanzi Li. Semantic Mining of Social Networks. Morgan & Claypool Publishers, 2015.

Edit Proceedings

  1. Guilin Qi, Jie Tang, Jianfeng Du, Jeff Pan, and Yong Yu. Seventh Chinese Semantic Web Symposium and the Second Chinese Web Science Conference, CSWS 2013, Shanghai, China, August 12-16, 2013. CCIS Volume 406. [Online Version]
  2. Jie Tang, Irwin King, Ling Chen and Jianyong Wang. Advanced Data Mining and Applications 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part I. LNCS Volume 7120. [Online Version]
  3. Jie Tang, Irwin King, Ling Chen and Jianyong Wang. Advanced Data Mining and Applications 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part II. LNCS Volume 7121. [Online Version]

Book Chapters

  1. Jimeng Sun and Jie Tang. A Survey of Models and Algorithms for Social Influence Analysis. In the book of Social Network Data Analysis. Charu C. Aggarwal (Ed.), Kluwer Academic Publishers, pages 177-214, 2011. [PDF]
  2. Jie Tang, Duo Zhang, Limin Yao, and Yi Li. Automatic Semantic Annotation using Machine Learning. In the book of The Semantic Web for Knowledge and Data Management: Technologies and Practices. Zhongmin Ma (Ed.), Springer Inc., 2008.
  3. Jie Tang, Bangyong Liang, and Juanzi Li. SWARMS: A Platform for Domain Knowledge Management and Applications. In the book of The Semantic Web for Knowledge and Data Management: Technologies and Practices. Zhongmin Ma (Ed.), Springer Inc., 2008.
  4. Jie Tang, Mingcai Hong, Duo Zhang, Bangyong Liang, and Juanzi Li. Information Extraction: Methodologies and Applications. In the book of Emerging Technologies of Text Mining: Techniques and Applications, Hercules A. Prado and Edilson Ferneda (Ed.), Idea Group Inc., Hershey, USA, 2007, pages 1-33 [PDF]

Journal Publications

  1. Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li, Walter Luyten, and Marie-Francine Moens. Fast and Flexible Top-k Similarity Search on Large Networks. ACM Transactions on Information Systems (TOIS), accepted. (if =1.3) [PDF]
  2. Lei Hou, Juanzi Li, Xiao-Li Li, Jie Tang, and Xiaofei Guo. Learning to Align Comments to News Topics. ACM Transactions on Information Systems (TOIS), 2017, Volume 36, Issue 1. (if =1.3) [PDF]
  3. Yang Yang, Jie Tang, and Juanzi Li. Learning to Infer Competitive Relationships in Heterogeneous Networks. ACM Transactions on Knowledge Discovery from Data (TKDD), accepted. [PDF]
  4. Huijie Lin, Jia Jia, Jiezhong Qiu, Yongfeng Zhang, Guangyao Shen, Lexing Xie, Jie Tang, Ling Feng, and Tat-Seng Chua. Detecting Stress Based on Social Interactions in Social Networks. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2017, Volume 29, Issue 9, Pages 1820-1833. [PDF]
  5. Yuxiao Dong, Nitesh V. Chawla, Jie Tang, Yang Yang, and Yang Yang. User Modeling on Demographic Attributes in Large-Scale Mobile Social Networks. ACM Transactions on Information Systems (TOIS), 2017, Volume 35, Issue 4. (if =1.3) [PDF]
  6. Boya Wu, Jia Jia, Yang Yang, Peijun Zhao, Jie Tang, and Qi Tian. Inferring Emotional Tags From Social Images With User Demographics. IEEE Transactions on Multimedia (TMM), accepted. (if =1.3) [PDF]
  7. Guojie Song, Yuanhao Li, Xiaodong Chen, Xinran He, and Jie Tang. Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach. IEEE Transaction on Knowledge and Data Engineering (TKDE), accepted. [PDF]
  8. Yifan Qian, Wenge Rong, Nan Jiang, Jie Tang, and Zhang Xiong. Citation regression analysis of computer science publications in different ranking categories and subfields. Scientometrics, 2017. [PDF]
  9. Jie Tang, Tiancheng Lou, Jon Kleinberg, and Sen Wu. Transfer Learning to Infer Social Ties across Heterogeneous Networks. ACM Transactions on Information Systems (TOIS), 2016, Volume 34, Issue 2, Article No. 7. (if =1.3) [PDF] [Data&Code]
  10. Zhiyuan Wang, Yun Zhou, Jie Tang, and Jar-Der Luo. The Prediction of Venture Capital Co-Investment Based on Structural Balance Theory. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2016, Volume 28, Issue 2, Pages 537-550. [PDF]
  11. Daifeng Li, Zhipeng Luo, Ying Ding, Jie Tang, Gordon Guo-zheng Sun, Xiaowen Dai, John Du, Jingwei Zhang, and Shoubin Kong. User-level microblogging recommendation incorporating social influence. Journal of the American Society for Information Science and Technology (JASIST), 2016. (if=2.230) [PDF]
  12. Huaiyu Wan, Marie-Francine Moens, Walter Luyten, Xuezhong Zhou, Qiaozhu Mei, Lu Liu, and Jie Tang. Extracting Relations from Traditional Chinese Medicine Literature via Heterogeneous Entity Networks. Journal of the American Medical Informatics Association (JAMIA), 2016, Volume 23, Issue 2, Pages 356-365. (if =3.932) [PDF]
  13. Lei Shi, Hanghang Tong, Jie Tang, and Chuang Lin. VEGAS: Visual influEnce GrAph Summarization on Citation Networks. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2015, Volume 27, Issue 12, Pages 3417-3431. [PDF] [Video Demo]
  14. Hong Huang, Jie Tang, Lu Liu, JarDer Luo, and Xiaoming Fu. Triadic Closure Pattern Analysis and Prediction in Social Networks. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2015, Volume 27, Issue 12, Pages 3374-3389. [PDF]
  15. Jing Zhang, Zhanpeng Fang, Wei Chen, and Jie Tang. Diffusion of "Following" Links in Microblogging Networks. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2015, Volume 27, Issue 8, Pages 2093-2106. [PDF]
  16. Shu Zhao, Qing Cao, Jie Chen, Yanping Zhang, Jie Tang, and Zhen Duan. A multi-ATL method for transfer learning across multiple domains with arbitrarily different distribution. Knowledge-Based Systems, 2016, Volume 94, Issue C, Pages 60-69 . (if =3.058)
  17. Xing Tang, Qiguang Miao, Yining Quan, Jie Tang, and Kai Deng. Predicting Individual Retweet Behavior by User Similarity: A Multi-Task Learning Approach. Knowledge-Based Systems, 2015, Volume 89, Pages 681-688. (if =3.058) [PDF]
  18. Li Liu, Dandan Song, Jie Tang, Lejian Liao, Xin Li, and Jianguang Du. FriendBurst: Ranking People Who Get Friends Fast in a Short Time. Neurocomputing, 2016, Volume 210, Pages 116-129. (if =1.440) [PDF]
  19. Xiaohui Wang, Jia Jia, Jie Tang, Boya Wu, Lianhong Cai, and Lexing Xie. Modeling Emotion Influence in Image Social Networks. IEEE Transactions on Affective Computing (TAC), 2015, Volume 6, Issue 3, Pages 286-297. (if =3.466) [PDF]
  20. Yuxiao Dong, Jie Tang, Nitesh V. Chawla, Tiancheng Lou, Yang Yang, and Bai Wang. Inferring social status and rich club effects in enterprise communication networks. PLOS ONE, 2015,Volume 10, Issue 3, Pages e0119446.(if =4.351).
  21. Jing Zhang, Jie Tang, Juanzi Li, Yang Liu, and Chunxiao Xing. Who Influenced You? Predicting Retweet via Social Influence Locality. ACM Transactions on Knowledge Discovery from Data (TKDD), 2015, Volume 9, Issue 3, Article No. 25. (if =1.419) [PDF] [Code&Data]
  22. Ivan Vulic, Wim De Smet, Jie Tang, and Marie-Francine Moens. Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications. Information Processing & Management (IPM), 2015, Volume 51, Issue 1, Pages 111-147. (if=1.069) [PDF]
  23. Zhixing Li, Juanzi Li, Yi Liao, Siqiang Wen, and Jie Tang. Labeling Clusters from both Linguistic and Statistical Perspectives: A Hybrid Approach. Knowledge-Based Systems, 2015, Volume 76, Pages 219-227. (if =3.058) [PDF]
  24. Lei Hou, Juanzi Li, Zhichun Wang, Jie Tang, Peng Zhang, Ruibing Yang, and Qian Zheng. NewsMiner: Multifaceted News Analysis for Event Search. Knowledge-Based Systems, 2015, Volume 76, Pages 17-29. (if =3.058) [PDF]
  25. Yizhou Sun, Jie Tang, Jiawei Han, Cheng Chen, and Manish Gupta. Co-Evolution of Multi-Typed Objects in Dynamic Star Networks. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2014, Volume 26, Issue 12, Pages 2942-2955. (if=1.55) [PDF]
  26. Jamal Yousaf, Juanzi Li, Lu Chen, Jie Tang, and Xiaowen Dai. Generalized multipath planning model for ride-sharing systems. Frontiers of Computer Science (FCS), 2014, Volume 8, Issue 1, Pages 100-118. (if=0.405)
  27. Steve Huynh, Dave Parry, ACM Fong, and Jie Tang. Novel RFID and ontology based Home Localization System for Misplaced Objects. IEEE Transactions on Consumer Electronics (TCE), 2014, Volume 60, Issue 3, Pages 402 - 410. (if=1.157) [PDF]
  28. Daifeng Li, Ying Ding, Xin Shuai, Guozheng Sun, Jie Tang, Zhipeng Luo, Jingwei Zhang, and Tamy Chambers. Topic-Level Opinion Influence Model (TOIM): An Investigation Using Tencent Microblogging. Journal of the American Society for Information Science and Technology (JASIST), 2015, Volume 66, Issue 12, Pages 2657-2673 (if=2.230) [PDF]
  29. Jibing Gong, Jie Tang, and A.C.M. Fong. ACTPred: Activity Prediction in Mobile Social Networks. Journal of Tsinghua Science and Technology, 2014, Volume 19, Issue 3, Pages 265-274. [PDF]
  30. Yanping Zhang, Heng Zhang, Huazhen Wei, Jie Tang, and Shu Zhao. Multiple-Instance Learning with Instance Selection via Constructive Covering Algorithm. Journal of Tsinghua Science and Technology, 2014, Volume 19, Issue 3, Pages 285-292. [PDF]
  31. Tiancheng Lou, Jie Tang, John Hopcroft, Zhanpeng Fang, Xiaowen Ding. Learning to Predict Reciprocity and Triadic Closure in Social Networks. ACM Transactions on Knowledge Discovery from Data (TKDD), 2013, Volume 7, Issue 2, Article No. 5. (if =1.419) [PDF] [Code&Data] [System]
  32. Yi Cai, Ho-fung Leung, Qing Li, Hao Han, Jie Tang, Juanzi Li. Typicality-based Collaborative Filtering Recommendation. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2014, Volume 26, Issue 3, Pages 766-779. (if=1.55) [PDF]
  33. Steven J. Anderson, ACM Fong and Jie Tang. Robust tri-modal automatic speech recognition for consumer applications. IEEE Transactions on Consumer Electronics (TCE), 2013, Volume 59, Issue 2, Pages 352 - 360 (if=1.157)
  34. Xin Shuai, Ying Ding, Jerome Busemeyer, Shanshan Chen, Yuyin Sun, and Jie Tang. Modeling Indirect Influence on Twitter. International Journal On Semantic Web and Information Systems (IJSWIS), 2013, Volume 8, Issue 4, Pages 20-36. (if=2.308) [Draft Version]
  35. Zhong-Yuan Zhang, Tao Li, Chris Ding, and Jie Tang. A NMF-framework for Unifying Posterior Probabilistic Clustering and Probabilistic Latent Semantic Indexing. In Communications in Statistics-Theory and Methods, 2014, Volume 43, Issue 19, Pages 4011-4024. [Full Text] (if =0.274).
  36. Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Chenhao Tan, and Zi Yang. Query-dependent Cross Domain Ranking in Heterogeneous Network. Knowledge and Information Systems, 2013, Volume 34, Issue 1, Pages 109-145. (if =2.225) [PDF]
  37. Bing He, Ying Ding, Jie Tang, Vignesh Reguramalingam, and Johan Bollen. Mining diversity subgraph in multidisciplinary scientific collaboration networks: A meso perspective. Journal of Informetrics, 2013, Volume 7, Issue 1, Pages 117-128.(if =4.229) [Full Text]
  38. Juanzi Li, Zhichun Wang, Xiao Zhang, and Jie Tang. Large scale instance matching via multiple indexes and candidate selection. Knowledge-Based Systems, 2013, Volume 50, Pages 112-120. (if =3.058) [PDF]
  39. Zhichun Wang, Juanzi Li, Yue Zhao, Rossi Setchi, and Jie Tang. A unified approach to matching semantic data on the Web. Knowledge-Based Systems, 2013, Volume 39, Pages 173-184. (if =2.422) [PDF]
  40. Jie Tang, A.C.M. Fong, Bo Wang, and Jing Zhang. A Unified Probabilistic Framework for Name Disambiguation in Digital Library. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2012, Volume 24, Issue 6, Pages 975-987. (if =2.236) [PDF] [Data]
  41. Honglei Zhuang, Jie Tang, Wenbin Tang, Tiancheng Lou, Alvin Chin, and Xia Wang. Actively Learning to Infer Social Ties. In Data Mining and Knowledge Discovery (DMKD), 2012, Volume 25, Issue 2, Pages 270-297. (if =2.95) [PDF] [Data&Code]
  42. Lu Liu, Jie Tang, Jiawei Han, and Shiqiang Yang. Learning Influence from Heterogeneous Social Networks. In Data Mining and Knowledge Discovery (DMKD), 2012, Volume 25, Issue 3, Pages 511-544. (if =2.95) [Draft Version] [Data&Code] [Code]
  43. Jie Tang, Yuan Zhang, Jimeng Sun, Jinghai Rao, Wenjing Yu, Yiran Chen, and ACM Fong. Quantitative Study of Individual Emotional States in Social Networks. IEEE Transactions on Affective Computing (TAC), 2012, Volume 3, Issue 2, Pages 132-144. (if =3.466) [PDF] (Selected as the Spotlight Paper)
  44. Lixin Shi, Yuhang Zhao, and Jie Tang. Batch Mode Active Learning for Networked Data. ACM Transactions on Intelligent Systems and Technology (TIST), 2012, Volume 3, Issue 2, Pages 33:1-33:25. (if=9.390) [PDF] [Data&Code]
  45. A.C.M. Fong, Baoyao Zhou, Siu C. Hui, Jie Tang, and Guan Y. Hong. Generation of personalized ontology based on consumer emotion and behavior analysis. IEEE Transactions on Affective Computing (TAC), 2012, Volume 3, Issue 2, Pages 152-164. (if =3.466)
  46. Wenbin Tang, Jie Tang, Tao Lei, Chenhao Tan, Bo Gao, and Tian Li. On Optimization of Expertise Matching with Various Constraints. Neurocomputing, 2012, Volume 76, Issue 1, Pages 71-83. (if =1.440) [PDF]
  47. Daifeng Li, Ying Ding, Xin Shuai, Johan Bollen, Jie Tang, Shanshan Chen, Jiayi Zhu, Guilherme Rocha. Adding Community and Dynamic to Topic Models. Journal of Informetrics, 2012, Volume 6, Issue 2, Pages 237-253.(if =3.119) [PDF]
  48. Nan Lin, Daifeng Li, Ying Ding, Bing He, Zheng Qin, Jie Tang, Juanzi Li, and Tianxi Dong. The dynamic features of Delicious, Flickr, and YouTube. Journal of the American Society for Information Science and Technology (JASIST), 2012, Volume 63, Issue 1, Pages 139-162. (if =2.3)
  49. Zi Yang, Jie Tang, Juanzi Li, and Wenjun Yang. Social Community Analysis via Factor Graph Model. IEEE Intelligent Systems, 2011, Volume 26, Issue 3, Pages 58-65. (if =3.14) [PDF] [URL]
  50. Bing He, Jie Tang, Ying Ding, Huijun Wang, Yuyin Sun, Jae Hong Shin, Bin Chen, Ganesh Moorthy, Judy Qiu, Pankaj Desai, David J. Wild. Mining relational paths in integrated biomedical data. PLOS ONE, 2011, Volume 6, Issue 12, Pages e27506.(if =4.351). [PDF]
  51. Daifeng Li, Ying Ding, Cassidy Sugimoto, Bing He, Jie Tang, Erjia Yan, Nan Lin, Zheng Qin, Tianxi Dong. Modeling Topic and Community Structure in Social Tagging: the TTR-LDA-Community Model. Journal of the American Society for Information Science and Technology (JASIST), 2011, Volume 62, Issue 9, Pages 1849-1866 .(if =2.3)
  52. Huijun Wang, Ying Ding, Jie Tang, Xiao Dong, Bing He, Judy Qiu, and David J. Wild. Finding complex biological relationships in recent PubMed articles using Bio-LDA. PLOS ONE, 2011, Volume 6, Issue 3, Pages e17243. (if =4.351) [PDF] [URL]
  53. Jie Tang, Jing Zhang, Ruoming Jin, Zi Yang, Keke Cai, Li Zhang, and Zhong Su. Topic Level Expertise Search over Heterogeneous Networks. Machine Learning Journal, 2011, Volume 82, Issue 2, Pages 211-237. (if =1.742) [PDF] [URL]
  54. Zhong-Yuan Zhang, Chris Ding, and Jie Tang. Note on Algorithm Differences Between Nonnegative Matrix Factorization And Probabilistic Latent Semantic Indexing. Journal of Convergence Information Technology, 2011, Volume 6, Issue 9, Pages 210-219. [PDF]
  55. Jie Tang, Limin Yao, Duo Zhang, and Jing Zhang. A Combination Approach to Web User Profiling. ACM Transactions on Knowledge Discovery from Data (TKDD), 2010, Volume 5, Issue 1, Article 2. (if =1.419) [PDF]
  56. Jie Tang and Jing Zhang. Modeling the Evolution of Associated Data. Data & Knowledge Engineering (DKE), 2010, Volume 69, Issue 9, Pages 965-978. (if =1.745) [PDF] [URL]
  57. Feng Wang, Jie Tang, Juanzi Li, and Kehong Wang. A Constraint-based Topic Modeling Approach for Name Disambiguation. Frontiers of Computer Science in China, 2010, Volume 4, Issue 1, Pages 100-111.
  58. Juanzi Li, Jie Tang, Yi Li, and Qiong Luo. RiMOM: A Dynamic Multi-Strategy Ontology Alignment Framework. IEEE Transaction on Knowledge and Data Engineering (TKDE), 2009, Volume 21, Issue 8, Pages 1218-1232. (if =2.236) [PDF] [URL] (Top 4 cited papers among TKDE 2009-13's 500+ papers, More...)
  59. Limin Yao, Jie Tang, and Juanzi Li. Entire Solution Path for Support Vector Machine in Positive and Unlabeled Classification. Journal of Tsinghua Science and Technology, 2009, Volume 14, Issue 2, Pages 242-251. [PDF]
  60. Juanzi Li, Jie Tang, Jing Zhang, Qiong Luo, Yunhao Liu and Mingcai Hong. Arnetminer: Expertise Oriented Search Using Social Networks. Frontiers of Computer Science in China, 2008, Volume 2, Issue 1, Pages 94-105.
  61. Jie Tang, Juanzi Li, Bangyong Liang, Xiaotong Huang, Yi Li, and Kehong Wang. Using Bayesian Decision for Ontology Mapping. Journal of Web Semantics, 2006, Volume 4, Issue 4, Pages 243-262. (if =3.41) [URL] [PDF] (Top 8 cited papers in JWS's history, More...)
  62. Jie Tang, Juanzi Li, Hong-Jun Lu, Bangyong Liang, and Kehong Wang. iASA: Learning to Annotate the Semantic Web. Journal on Data Semantics, IV, 2005, Volume 3730, Pages 110-145. (if =0.515) [PDF]

Conference Publications

2017

  1. Yutao Zhang, Robert Chen, Jie Tang, Jimeng Sun, and Walter Stewart. LEAP: Learning to Prescribe Effective and Safe Treatment Combinations for Multimorbidity. In Proceedings of the Twenty-Third ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'17), pages 1315-1324. [PDF]
  2. Yu Han, Jie Tang, Hao Ye, and Bo Chen. Who to Invite Next? Predicting Invitees of Social Groups. In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), pages 921-925. [PDF]
  3. Liangming Pan, Chengjiang Li, Juanzi Li, and Jie Tang. Prerequisite Relation Learning for Concepts in MOOCs. In Proceedings of the 55th Annual Meeting of the Association of Computational Linguistics (ACL'17), pages 1447-1456. [PDF] [Data&Code]
  4. Jie Tang and Wendy Hall. Cross-domain Ranking via Latent Space Learning. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'17). [PDF]
  5. Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, and Jimeng Sun. StructInf: Mining Structural Influence from Social Streams. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'17). [PDF]
  6. Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong. Word Embedding Based Correlation Model for Question/Answer Matching. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'17). [PDF]
  7. Jie Tang. Computational Models for Social Network Analysis: A Brief Survey. In Proceedings of the Twenty-Sixth World Wide Web Conference (WWW'17), pages 921-925. [PDF] [Slides_PPT]
  8. Han Zhang, Maosong Sun, Xiaochen Wang, Zhengyang Song, Jie Tang, and Jimeng Sun. Smart Jump: Automated Navigation Suggestion for Videos in MOOCs. In Proceedings of the Twenty-Sixth World Wide Web Conference (WWW'17), pages 331-339. [PDF] [Slides_PPT] [Slides_PDF]
  9. Daizong Ding, Mi Zhang, Shao-Yuan Li, Jie Tang, Xiaotie Chen, and Zhi-Hua Zhou. BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network. In Proceedings of the Twenty-Sixth Conference on Information and Knowledge Management (CIKM'17). [PDF]
  10. Si Zhang, Hanghang Tong, Jie Tang, Jiejun Xu, and Wei Fan. iNEAT: Incomplete Network Alignment. In Proceedings of 2017 IEEE International Conference on Data Mining (ICDM'17).
  11. Liangming Pan, Xiaochen Wang, Juanzi Li, and Jie Tang. Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation. In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP'17). [PDF] [Data]

2016

  1. Liangyue Li, Yuan Yao, Jie Tang, Wei Fan, and Hanghang Tong. QUINT: On Query-Specific Optimal Networks. In Proceedings of the Twenty-Second ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'16), pages 985-994. [PDF] [Slides_PDF] [Data&Code]
  2. Zhilin Yang, Jie Tang, and William W. Cohen. Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs. In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI'16), pages 2287-2293. [PDF] [Slides_PPT] [Slides_PDF] [Thesis (in Chinese)]
  3. Jiezhong Qiu, Yixuan Li, Jie Tang, Zheng Lu, Hao Ye, Bo Chen, Qiang Yang, and John Hopcroft. The Lifecycle and Cascade of WeChat Social Messaging Groups. In Proceedings of the Twenty-Fifth World Wide Web Conference (WWW'16), pages 311-320. [PDF] [Slides_PPT] [Slides_PDF]
  4. Yang Yang, Jia Jia, Boya Wu, and Jie Tang. Social Role-Aware Emotion Contagion in Image Social Networks. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI'16), pages 65-71. [PDF] [Supplementary materials] [Slides_PPT] [Slides_PDF]
  5. Yun Zhou, Zhiyuan Wang, Jie Tang, and Jar-Der Luo. The Prediction of Venture Capital Co-Investment Based on Structural Balance Theory. In Proceedings of the 32th International Conference on Data Engineering (ICDE'16), pages 1568-1569. [PDF]
  6. Venkata Krishna Pillutla, Zhanpeng Fang, Pravallika Devineni, Danai Koutra, Christos Faloutsos, and Jie Tang. On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries. In Proceedings of 2016 SIAM International Conference on Data Mining (SDM'16), pages 136-144. [PDF] [Appendix]
  7. Liangyue Li, Hanghang Tong, Jie Tang, and Wei Fan. iPath: Forecasting the Pathway to Impact. In Proceedings of 2016 SIAM International Conference on Data Mining (SDM'16), pages 136-144. [DRAFT]
  8. Jie Tang. AMiner: Toward Understanding Big Scholar Data. In Proceedings of the Ninth ACM International Conference on Web Search and Data Mining (WSDM'16), pages 467-467. (Invited Talk) [PDF]
  9. Jiezhong Qiu, Jie Tang, Tracy Xiao Liu, Jie Gong, Chenhui Zhang, Qian Zhang, and Yufei Xue. Modeling and Predicting Learning Behavior in MOOCs. In Proceedings of the Ninth ACM International Conference on Web Search and Data Mining (WSDM'16), pages 93-102. [PDF] [Code] [Data] [Related challenge--KDD CUP]
  10. Yuan Yuan, Sihong Xie, Chun-Ta Lu, Philip S. Yu, and Jie Tang. Interpretable and Effective Opinion Spam Detection via Temporal Patterns Mining across Websites. In Proceedings of the 2016 IEEE International Conference on Big Data (BigData'16).
  11. Xiaotao Gu, Hong Yang, Jie Tang, and Jing Zhang. Web User Profiling using Data Redundancy. In Proceedings of the 2016 International Conference on Social Networks Analysis and Mining (ASONAM'16). [PDF] [Data&Code] [Slides_PPT] [Slides_PDF] (Best Student Paper Runner-up)
  12. Jie Zhang, Jiaqi Ma, and Jie Tang. Learning Cascaded Influence under Partial Monitoring. In Proceedings of the 2016 International Conference on Social Networks Analysis and Mining (ASONAM'16). [PDF] [Slides_PDF]
  13. Chenhui Zhang, Sida Gao, Jie Tang, Tracy Xiao Liu, Zhanpeng Fang, and Xu Cheng. Learning Triadic Influence in Large Social Networks. In Proceedings of the 2016 International Conference on Social Networks Analysis and Mining (ASONAM'16). [PDF] [Slides_PDF] [Slides_PPT] [Poster]

2015

  1. Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, and Juanzi Li. Panther: Fast Top-k Similarity Search on Large Networks. In Proceedings of the Twenty-First ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15), pages 1445-1454. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Code&Data]
  2. Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, and Philip Yu. COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency. In Proceedings of the Twenty-First ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15), pages 1485-1494. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Code&Data]
  3. Yu Han and Jie Tang. Probabilistic Community and Role Model for Social Networks. In Proceedings of the Twenty-First ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15), pages 407-416. [PDF] [Slides_PPT] [Slides_PDF] [Poster]
  4. Yuxiao Dong, Jing Zhang, Jie Tang, Nitesh V. Chawla, and Bai Wang. CoupledLP: Link Prediction in Coupled Networks. In Proceedings of the Twenty-First ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15), pages 199-208. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Code&Data]
  5. Yang Yang, Yizhou Sun, Jie Tang, Bo Ma, and Juanzi Li. Entity Matching across Heterogeneous Sources. In Proceedings of the Twenty-First ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15), pages 1395-1404. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Code&Data]
  6. Zhanpeng Fang and Jie Tang. Uncovering the Formation of Triadic Closure in Social Networks. In Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI'15), pages 2062-2068. [PDF] [Slides_PPT] [Slides_PDF] [Poster]
  7. Jie Tang, Zhanpeng Fang, and Jimeng Sun. Incorporating Social Context and Domain Knowledge for Entity Recognition. In Proceedings of the Twenty-Fourth World Wide Web Conference (WWW'15), pages 517-526. [PDF] [Slides_PPT] [Slides_PDF] [Code&Data]
  8. Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, and Zhong Su. Sampling Representative Users from Large Social Networks. In Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), pages 304-310. [PDF] [Slides_PPT] [Slides_PDF] [Data&Code]
  9. Yang Yang, Jie Tang, Cane Wing-Ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, and Qiang Yang. RAIN: Social Role-Aware Information Diffusion. In Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), pages 367-373. [PDF] [Slides_PPT] [Slides_PDF] [Data&Code]
  10. Linmei Hu, Xuzhong Wang, Mengdi Zhang, Juanzi Li, Xiaoli Li, Chao Shao, Jie Tang, and Yongbin Liu. Learning Topic Hierarchies for Wikipedia Categories. In Proceedings of the 51th Annual Meeting of the Association of Computational Linguistics (ACL'15), pages 346-351. [PDF]
  11. Yang Yang and Jie Tang. Beyond Query: Interactive User Intention Understanding. In Proceedings of 2015 IEEE International Conference on Data Mining (ICDM'15), pages 519 - 528. (8%) [PDF] [Slides_PPT] [Slides_PPT]
  12. Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji, and Jie Tang. Name List Only? Target Entity Disambiguation in Short Texts. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMPNLP'15), pages 654-664.
  13. Qingsong Liu, Yifan Hu, Lei Shi, Xinzhu Mu, Yutao Zhang, and Jie Tang. EgoNetCloud: Event-based Dynamic Egocentric Network Visualization. In Proceedings of 2015 IEEE Conference on Visual Analytics Science and Technology (VAST'15), pages 65-72. [PDF] [Video]
  14. Boya Wu, Jia Jia, Yang Yang, Peijun Zhao, and Jie Tang. Understanding the Emotions Behind Social Images: Inferring with User Demographics. In Proceedings of 2015 IEEE International Conference on Multimedia and Expo (ICME'15), pages 1-6.
  15. Yihan Sun, Joseph Crawford, Jie Tang, and Tijana Milenkovic. Simultaneous Optimization of Both Node and Edge Conservation in Network Alignment via WAVE. Workshop on Algorithms in Bioinformatics (WABI'15), pages 16-37. [PDF]

2014

  1. Yuxiao Dong, Yang Yang, Jie Tang, Yang Yang, and Nitesh V. Chawla. Inferring User Demographics and Social Strategies in Mobile Social Networks. In Proceedings of the Twentyth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'14), pages 15-24. [PDF] [Madness] [Slides_PPT] [Slides_PDF] [Poster] [Data&Code] [Code Download] (Report by United Nations)
  2. Mi Zhang, Jie Tang, Xuchen Zhang, Xiangyang Xue. Addressing Cold Start in Recommender Systems: A Semi-supervised Co-training Algorithm. In Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'14), pages 73-82. [PDF]
  3. Jing Zhang, Jie Tang, Honglei Zhuang, Cane Wing-Ki Leung, and Juanzi Li. Role-aware Conformity Influence Modeling and Analysis in Social Networks. In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI'14), pages 958-965. [PDF] [Poster] [Data&Code]
  4. Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Qicong Chen, Juanzi Li, Chunxiao Xing, and Jie Tang. How Do Your Friends on Social Media Disclose Your Emotions? In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI'14), pages 306-312. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Data&Code]
  5. Yang Yang, Walter Luyten, Lu Liu, Marie-Francine Moens, Jie Tang, and Juanzi Li. Forecasting Potential Diabetes Complications. In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI'14), pages 313-319. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Data&Code]
  6. Zhigang Wang, Juanzi Li, Shuangjie Li, Mingyang Li, Jie Tang, Kuo Zhang, and Kun Zhang. Cross-lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis. In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI'14), pages 180-186. [PDF] [Poster] [Data]
  7. Zhixin Li, Siqiang Wen, Juanzi Li, Peng Zhang, and Jie Tang. On Modelling Non-linear Topical Dependencies. In Proceedings of the 31st International Conference on Machine Learning (ICML'14), pages 458-466. [PDF]
  8. Hong Huang, Jie Tang, Sen Wu, Lu Liu, and Xiaoming Fu. Mining Triadic Closure Patterns in Social Networks. In Proceedings of the Twenty-Third World Wide Web Conference (WWW'14), pages 499-504. [PDF] [Slides_PPT] [Slides_PDF]
  9. Honglei Zhuang, Jing Zhang, George Brova, Jie Tang, Hasan Cam, Xifeng Yan, and Jiawei Han. Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks. In Proceedings of 2014 IEEE International Conference on Data Mining (ICDM'14), pages 1127-1132. [PDF] [Slides_PPT] [Slides_PDF]
  10. Lei Shi, Hanghang Tong, and Jie Tang. Flow-based Influence Graph Visual Summarization. In Proceedings of 2014 IEEE International Conference on Data Mining (ICDM'14), pages 983-988. [PDF]
  11. Zhilin Yang, Jie Tang, and Yutao Zhang. Active Learning for Streaming Networked Data. In Proceedings of the Twenty-Third Conference on Information and Knowledge Management (CIKM'14), pages 1129-1138. [PDF] [Slides_PDF] [Slides_PPT] [Data&Code]
  12. Zhanpeng Fang, Xinyu Zhou, Jie Tang, Wei Shao, A.C.M. Fong, Longjun Sun, Ying Ding, Ling Zhou, and Jarder Luo. Modeling Paying Behavior in Game Social Networks. In Proceedings of the Twenty-Third Conference on Information and Knowledge Management (CIKM'14), pages 411-420. [PDF] [Slides_PDF] [Slides_PPT]
  13. Zhanpeng Fang and Jie Tang. CIKM 2014 Competition. In Proceedings of the Twenty-Third Conference on Information and Knowledge Management (CIKM'14). [PDF] [Slides] [Poster] (Second Place Award)
  14. Jingyuan Liu, Debing Liu, Xingyu Yan, Li Dong, Yutao Zhang, and Jie Tang. AMiner-mini: A People Search Engine for University. (Demo) In Proceedings of the Twenty-Third Conference on Information and Knowledge Management (CIKM'14), pages 2069-2071. [PDF] [Slides]
  15. Jar-Der Luo, Ling Zhou, Yun Zhou, and Jie Tang. Why Do Chinese Venture Capitals Invest Jointly? An Analysis of Complex Investment Network. In Proceedings of the 74th Annual Meeting of the Academy of Management (AOM'14), pages 13807. [PDF]
  16. Juhua Hu, Jian Pei, and Jie Tang. How Can I Index My Thousands of Photos Effectively and Automatically? An Unsupervised Feature Selection Approach. In Proceedings of 2014 SIAM International Conference on Data Mining (SDM'14), pages 136-144. [PDF]
  17. Zhilin Yang, Jie Tang, Bin Xu, and Chunxiao Xing. Active Learning for Networked Data Based on Non-progressive Diffusion Model. In Proceedings of the Seventh ACM International Conference on Web Search and Data Mining (WSDM'14), pages 363-372. [PDF] [Data&Code]
  18. Zhu Ren, Jia Jia, Lianhong Cai, Kuo Zhang, and Jie Tang. Learning to Infer Public Emotions from Large-scale Networked Voice Data. In Proceedings of the 20th Anniversary International Conference on MultiMedia Modeling (MMM'14), pages 327-339. [PDF]

2013

  1. Jie Tang, Sen Wu, and Jimeng Sun. Confluence: Conformity Influence in Large Social Networks. In Proceedings of the Ninteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'13), pages 347-355. [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Data&Code] (Oral Presentation)
  2. Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, and Jie Tang. SAE: Social Analytic Engine for Large Networks. In Proceedings of the Ninteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'13), pages 1502-1505. [PDF] [Poster]
  3. Jing Zhang, Biao Liu, Jie Tang, Ting Chen, and Juanzi Li. Social Influence Locality for Modeling Retweeting Behaviors. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI'13), pages 2761-2767. [PDF] [Data&Code] [Poster]
  4. Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Ou Hui, and Jie Tang. What Users Care about: a Framework for Social Content Alignment. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI'13), pages 1401-1407. [PDF] [Data & Readme] [Slides_PDF] [Poster]
  5. Zhichun Wang, Juanzi Li, and Jie Tang. Boosting Cross-lingual Knowledge Linking via Concept Annotation. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI'13), pages 2733-2739. [PDF] [Poster]
  6. Zhigang Wang, Zhixing Li, Juanzi Li, Jie Tang, and Jeff Z. Pan. Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia. In Proceedings of the 51th Annual Meeting of the Association of Computational Linguistics (ACL'13), pages 641-650. [PDF] [Data & Readme]
  7. Tiancheng Lou and Jie Tang. Mining Structural Hole Spanners Through Information Diffusion in Social Networks. In Proceedings of the Twenty-Second World Wide Web Conference (WWW'13), pages 837-848. [PDF] [Slides_PPT] [Slides_PDF] [Data&Code]
  8. Honglei Zhuang, Yihan Sun, Jie Tang, Jialin Zhang, and Xiaoming Sun. Influence Maximization in Dynamic Social Networks. In Proceedings of 2013 IEEE International Conference on Data Mining (ICDM'13), pages 1313-1318. [PDF] [Slides_PPT] [Slides_PDF]
  9. Lu Liu, Jie Tang, Yu Cheng, Ankit Agrawal, Wei-keng Liao, and Alok Choudhary. Mining Diabetes Complication and Treatment Patterns for Clinical Decision Support. In Proceedings of the Twenty-Second Conference on Information and Knowledge Management (CIKM'13), pages 279-288. [PDF]
  10. Yuxiao Dong, Jie Tang, Tiancheng Lou, Bin Wu, and Nitesh V. Chawla. How long will she call me? Distribution, Social Theory and Duration Prediction. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'13), pages 16-31. [PDF] [Data&Code]
  11. Jimeng Sun and Jie Tang. Models and Algorithms for Social Influence Analysis. In Proceedings of the Sixth ACM International Conference on Web Search and Data Mining (WSDM'13), pages 775-776. (Tutorial) [PDF]
  12. Sen Wu, Jimeng Sun, and Jie Tang. Patent Partner Recommendation in Enterprise Social Networks. In Proceedings of the Sixth ACM International Conference on Web Search and Data Mining (WSDM'13), pages 43-52. [PDF] (Plenary presentation)
  13. Mian Lu, Ge Bai, Qiong Luo, Jie Tang, and Jiuxin Zhao. Accelerating Topic Model Training on a Single Machine. In Proceedings of the Fifteenth International Asia-Pacific Web Conference (APWeb'13), pages 184-195. [PDF]

2012

  1. Jie Tang, Sen Wu, Jimeng Sun, and Hang Su. Cross-domain Collaboration Recommendation. In Proceedings of the Eighteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12), pages 1285-1293. [PDF] [Slides_PDF   Slides_PPT ] [Poster] [Data&Code] [System] [Video] (Full Presentation & Best Poster Award)
  2. Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao, Xinyu Yan, Bo Gao, Minlie Huang, Peng Xu, Weichang Li, and Adam K. Usadi. PatentMiner: Topic-driven Patent Analysis and Mining. In Proceedings of the Eighteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12), pages 1366-1374. [PDF] [Slides] [Poster] [System] [Video]
  3. Jie Tang, Tiancheng Lou, and Jon Kleinberg. Inferring Social Ties across Heterogeneous Networks. In Proceedings of the Fifth ACM International Conference on Web Search and Data Mining (WSDM'12), pages 743-752. (Plenary presentation) [PDF] [Slides] [Poster] [Data&Code]
  4. Ivan Vuli´c, Wim De Smet, Jie Tang, and Marie-Francine Moens. Probabilistic Topic Modeling in Multilingual Settings: A Short Overview of Its Methodology and Applications. In Proceedings of xLiTe: Cross-Lingual Technologies - NIPS 2012 workshop (xLiTe'12). [PDF]
  5. Jia Jia, Sen Wu, Xiaohui Wang, Peiyun Hu, Lianhong Cai, and Jie Tang. Can We Understand van Gogh's Mood? Learning to Infer Affects from Images in Social Networks. In Proceedings of the Twentieth Conference on ACM Multimedia (ACM Multimedia'12), pages 857-860. [PDF]
  6. Xiaohui Wang, Jia Jia, Peiyun Hu, Sen Wu, Lianhong Cai, and Jie Tang. Understanding the Emotional Impact of Images. (Grand Challenge) In Proceedings of the Twentieth Conference on ACM Multimedia (ACM Multimedia'12), pages 1369-1370. [PDF] [Video] [Slides] (Grand Challenge 2nd Prize Award)
  7. Yuxiao Dong, Jie Tang, Sen Wu, Jilei Tian, Nitesh Chawla, Jinghai Rao, and Huanhuan Cao. Link Prediction and Recommendation across Heterogeneous Social Networks. In Proceedings of 2012 IEEE International Conference on Data Mining (ICDM'12), pages 181-190. [PDF] [Code]
  8. Sen Wu, Zhanpeng Fang, and Jie Tang. Accurate Product Name Recognition from User Generated Content. (ICDM Contest) In Proceedings of ICDM 2012 Contest, pages 874-877. [PDF] (First Place Award)
  9. Yang Yang, Jie Tang, Jacklyne Keomany, Yanting Zhao, Ying Ding, Juanzi Li, and Liangwei Wang. Mining Competitive Relationships by Learning across Heterogeneous Networks. In Proceedings of the Twenty-First Conference on Information and Knowledge Management (CIKM'12), pages 1432-1441. [PDF]
  10. Daifeng Li, Xin Shuai, Guozheng Sun, Jie Tang, Ying Ding, and Zhipeng Luo. Mining Topic-Level Opinion Influence in Microblog. In Proceedings of the Twenty-First Conference on Information and Knowledge Management (CIKM'12), pages 1562-1566. [PDF]
  11. Honglei Zhuang, Alvin Chin, Sen Wu, Wei Wang, Xia Wang, and Jie Tang. Inferring Geographic Coincidence in Ephemeral Social Networks. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'12), pages 613-628. [PDF]
  12. Rui Yan, Congrui Huang, Jie Tang, Yan Zhang, and Xiaoming Li. To Better Stand on the Shoulder of Giants. In Proceedings of the 2012 ACM/IEEE Joint Conference on Digital Libraries (JCDL'12), pages 51-60. [PDF] (Nominated as Best Student Paper)
  13. Zhichun Wang, Juanzi Li, Zhigang Wang, and Jie Tang. Cross-lingual Knowledge Linking Across Wiki Knowledge Bases. In Proceedings of the Twenty-First World Wide Web Conference (WWW'12), pages 459-468. [PDF]
  14. Hang Su, Jie Tang, and Wanlin Hong. Learning to Diversify Expert Finding with Subtopics. In Proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'12), pages 330-341. [PDF]
  15. Sen Wu, Jie Tang, and Bo Gao. Instant Social Graph Search. In Proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'12), pages 256-267. [PDF]
  16. Huan Xia, Juanzi Li, Jie Tang, Marie-Francine Moens. Plink-LDA: Using Link as Prior Information in Topic Modeling. In Proceedings of the 17th International Conference on Database Systems for Advanced Applications (DASFAA'12), pages 213-227. [PDF]

2011

  1. Chenhao Tan, Lillian Lee, Jie Tang, Long Jiang, Ming Zhou, and Ping Li. User-level sentiment analysis incorporating social networks. In Proceedings of the Seventeenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'11), pages 1397-1405. [PDF] [Poster]
  2. Jie Tang, Sen Wu, and Bo Gao. Topic-level Social Network Search. (Demo Paper) In Proceedings of the Seventeenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'11), pages 769-772. [PDF] [Poster] [System]
  3. Zi Yang, Keke Cai, Jie Tang, Li Zhang, Zhong Su, and Juanzi Li. Social Context Summarization. In Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'11), pages 255-264. [PDF]
  4. Wenbin Tang, Honglei Zhuang, and Jie Tang. Learning to Infer Social Ties in Large Networks. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'11), pages 381-397. [PDF] [Slides] [Data&Code] (Best Student Paper Runner-up)
  5. Xuezhi Wang, Jie Tang, Hong Cheng, and Philip S. Yu. ADANA: Active Name Disambiguation. In Proceedings of 2011 IEEE International Conference on Data Mining (ICDM'11), pages 794-803. [PDF] [Slides] [Code&Data&System]
  6. Liaoruo Wang, Tiancheng Lou, Jie Tang, and John E. Hopcroft. Detecting Community Kernels in Large Social Networks. In Proceedings of 2011 IEEE International Conference on Data Mining (ICDM'11), pages 784-793. [PDF] [Slides] [Code&Data]
  7. John E. Hopcroft, Tiancheng Lou, and Jie Tang. Who Will Follow You Back? Reciprocal Relationship Prediction. In Proceedings of the Twenty Conference on Information and Knowledge Management (CIKM'11), pages 1137-1146. (alphabet author order) [PDF] [Slides] [Code&Data] [Code Download] [System]
  8. Rui Yan, Jie Tang, Xiaobing Liu, and Xiaoming Li. Citation Count Prediction: Learning to Estimate Future Citations for Literature. In Proceedings of the Twenty Conference on Information and Knowledge Management (CIKM'11), pages 1247-1252. [PDF]
  9. Chi Wang, Jie Tang, Jimeng Sun, and Jiawei Han. Dynamic Social Influence Analysis through Time-dependent Factor Graphs. In Proceedings of the 2011 International Conference on Social Networks Analysis and Mining (ASONAM'11), pages 239-246. [PDF]
  10. Keke Cai, Shenghua Bao, Zi Yang, Jie Tang, Rui Ma, Li Zhang, and Zhong Su. OOLAM: An Opinion Oriented Link Analysis Model for Influence Persona Discovery. In Proceedings of the Fourth ACM International Conference on Web Search and Data Mining (WSDM'11), pages 645-654. [PDF]
  11. Wim De Smet, Jie Tang, and Marie-Francine Moens. Knowledge Transfer across Multilingual Corpora via Latent Topics. In Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'11), pages 549-560. [PDF]
  12. Bo Wang, Zhaonan Li, Jie Tang, Kuo Zhang, Songcan Chen, and Liyun Ru. Learning to Advertise: How many ads are enough? In Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'11), pages 506-518. [PDF]

2010

  1. Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, and Fengjiao Wang. Social Action Tracking via Noise Tolerant Time-varying Factor Graphs. In Proceedings of the Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'10), pages 1049-1058. [PDF] [Slides] [Data&Code]
  2. Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, and Jingyi Guo. Mining Advisor-Advisee Relationships from Research Publication Networks. In Proceedings of the Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'10), pages 203-212. [PDF] [Slides] [System] [Data&Code]
  3. Yizhou Sun, Jie Tang, Jiawei Han, Manish Gupta, and Bo Zhao. Community Evolution Detection in Dynamic Heterogeneous Information Networks. In Proceedings of 2010 KDD Workshop on Mining and Learning with Graphs (MLG'10). [PDF]
  4. Zi Yang, Wei Li, Jie Tang, and Juanzi Li. Term Filtering with Bounded Error. In Proceedings of 2010 IEEE International Conference on Data Mining (ICDM'10), pages 609-618. [PDF] [Data&Code]
  5. Yuan Zhang, Jie Tang, Jimeng Sun, Yiran Chen, and Jinghai Rao. MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model. In Proceedings of 2010 IEEE International Conference on Data Mining (ICDM'10), pages 1193-1198. [PDF]
  6. Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, and Shiqiang Yang. Mining Topic-Level Influence in Heterogeneous Networks. In Proceedings of the Nineteenth Conference on Information and Knowledge Management (CIKM'10), pages 199-208. [PDF] [Data&Code] [Code]
  7. Lixin Shi, Yuhang Zhao, and Jie Tang. Combining Link and Content for Collective Active Learning. In Proceedings of the Nineteenth Conference on Information and Knowledge Management (CIKM'10), pages 1829-1832. [PDF]
  8. Zi Yang, Jingyi Guo, Keke Cai, Jie Tang, Juanzi Li, Li Zhang, and Zhong Su. Understanding Retweeting Behaviors in Social Networks. In Proceedings of the Nineteenth Conference on Information and Knowledge Management (CIKM'10), pages 1633-1636. [PDF]
  9. Daifeng Li, Bing He, Ying Ding, Jie Tang, Cassidy Sugimoto, Zheng Qin, Erjia Yan, Juanzi Li, and Tianxi Dong. Community-based Topic Modeling for Social Tagging. In Proceedings of the Nineteenth Conference on Information and Knowledge Management (CIKM'10), pages 1565-1568. [PDF]
  10. Yajie Miao, Chunping Li, Jie Tang, and Lili Zhao. Identifying New Categories in Community Question Answering Archives: A Topic Modeling Approach. In Proceedings of the Nineteenth Conference on Information and Knowledge Management (CIKM'10), pages 1673-1676. [PDF]
  11. Yi Cai, Ho-fung Leung, Qing Li, Jie Tang, and Juanzi Li. Recommendation Based On Object Typicality. In Proceedings of the Nineteenth Conference on Information and Knowledge Management (CIKM'10), pages 1529-1532. [PDF]
  12. Yi Cai, Ho-fung Leung, Qing Li, Jie Tang, and Juanzi Li. TyCo: Towards Typicality-based Collaborative Filtering Recommendation. In Proceedings of the 22th International Conference on Tools with Artificial Intelligence (ICTAI'10), pages 97-104. [PDF]
  13. Wenbin Tang, Jie Tang, Chenhao Tan. Expertise Matching via Constraint-based Optimization. In Proceedings of 2010 IEEE/WIC/ACM International Conferences on Web Intelligence (WI'10), pages 34-41. [PDF] [Data&Code]
  14. Yuan Zhang, Ning Zhang, Jie Tang, Jinghai Rao, Wenbin Tang. MQuery: Fast Graph Query via Semantic Indexing for Mobile Context. In Proceedings of 2010 IEEE/WIC/ACM International Conferences on Web Intelligence (WI'10), pages 508-515. [PDF]
  15. Yajie Miao, Lili Zhao, Chunping Li, Jie Tang. Automatically Grouping Questions in Yahoo!Answers. In Proceedings of 2010 IEEE/WIC/ACM International Conferences on Web Intelligence (WI'10), pages 350-357. [PDF]

2009

  1. Jie Tang, Jimeng Sun, Chi Wang, and Zi Yang. Social Influence Analysis in Large-scale Networks. In Proceedings of the Fifteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'09), pages 807-816. [PDF] [Slides] [Data] [Code] (Top 4 cited papers among all papers published at KDD 2009-2013's, More...)
  2. Zi Yang, Jie Tang, Bo Wang, Jingyi Guo, Juanzi Li, and Songcan Chen. Expert2Bole: From Expert Finding to Bole Search. (Demo Paper) In Proceedings of the Fifteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'09). [PDF] [Demo]
  3. Jun Li, Juanzi Li, Jie Tang. A Flexible Topic-driven Framework for News Exploration. (Demo Paper) In Proceedings of the Fifteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'09). [PDF]
  4. Jie Tang, Ho-fung Leung, Qiong Luo, Dewei Chen, and Jibing Gong. Towards Ontology Learning from Folksonomies. In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI'09), pages 2089-2095. [PDF] [Slides]
  5. Jie Tang, Jing Zhang, Jeffrey Xu Yu, Zi Yang, Keke Cai, Rui Ma, Li Zhang, and Zhong Su. Topic Distributions over Links on Web. In Proceedings of 2009 IEEE International Conference on Data Mining (ICDM'09), pages 1055-1060. [PDF] [Slides]
  6. Jie Tang, Limin Yao, and Dewei Chen. Multi-topic based Query-oriented Summarization. In Proceedings of 2009 SIAM International Conference on Data Mining (SDM'09), pages 1147-1158. [PDF] [Slides]
  7. Feng Shi, Juanzi Li, and Jie Tang. Actively Learning Ontology Matching via User Interaction. In Proceedings of the 8th International Conference of Semantic Web (ISWC'09), pages 585-600. [PDF] [Slides]
  8. Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, and Yanzhu Liu. Heterogeneous Cross Domain Ranking in Latent Space. In Proceedings of the Eighteenth Conference on Information and Knowledge Management (CIKM'09), pages 987-996. [PDF] [Slides]
  9. Qian Zhong, Hanyu Li, Juanzi Li, Guotong Xie, Jie Tang, and Lizhu Zhou. A Gauss Function based Approach for Unbalanced Ontology Matching. In Proceedings of 2009 ACM SIGMOD International Conference on Management of Data (SIGMOD'09), pages669-680. [PDF] [Slides]
  10. Jie Tang and Jing Zhang. A Discriminative Approach to Topic-based Citation Recommendation. In Proceedings of 2009 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'09), pages 572-579. [PDF] [Slides]
  11. Xiao Zhang, Qian Zhong, Feng Shi, Juanzi Li, and Jie Tang. RiMOM Results for OAEI 2009. In Proceedings of International Workshop of Ontology Matching on the 8th International Semantic Web Conference(OM'09).
  12. Dewei Chen, Jie Tang, Juanzi Li, and Lizhu Zhou. Discovering the Staring People From Social Networks. (Poster Paper). In Proceedings of the 18th International World Wide Web Conference (WWW'09), pages 1219-1220. [PDF]
  13. Zi Yang, Jie Tang, Jing Zhang, and Juanzi Li. Topic-level Random Walk Through Probabilistic Model. In Proceedings of 2009 Asia-Pacific Web Conference and Web-Age Information Management (APWEB-WAIM'09), pages 162-173.
  14. Dewei Chen, Jie Tang, Limin Yao, Juanzi Li, and Lizhu Zhou. Query-Focused Summarization by Combining Topic Model and Affinity Propagation. In Proceedings of 2009 Asia-Pacific Web Conference and Web-Age Information Management (APWEB-WAIM'09), pages 174-185.

2008

  1. Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, and Zhong Su. ArnetMiner: Extraction and Mining of Academic Social Networks. In Proceedings of the Fourteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'08), pages990-998. [PDF] [Slides] [System] [API] [Citation Data] [DBLP Citation Data] [Author-Conference-Topic (ACT) Model (source code)] [More Data] (Top 3 cited papers among all KDD 2008's papers, More...)
  2. Jie Tang, Ruoming Jin, and Jing Zhang. A Topic Modeling Approach and its Integration into the Random Walk Framework for Academic Search. In Proceedings of 2008 IEEE International Conference on Data Mining (ICDM'08), pages 1055-1060. [PDF] [Slides] [Data]
  3. Xin Xin, Juanzi Li, Jie Tang, and Qiong Luo. Academic Conference Homepage Understanding Using Constrained Hierarchical Conditional Random Fields. In Proceedings of the Seventeenth Conference on Information and Knowledge Management (CIKM'08), pages 1301-1310. [PDF] [Slides]
  4. Jing Zhang, Jie Tang, Bangyong Liang, Zi Yang, Sijie Wang, Jingjing Zuo, and Juanzi Li. Recommendation over a Heterogeneous Social Network. In Proceedings of the 9th International Conference on Web-Age Information Management (WAIM'08), pages 309-316. [PDF]
  5. Yize Li and Jie Tang. Expertise Search in a Time-varying Social Network. In Proceedings of the 9th International Conference on Web-Age Information Management (WAIM'08), pages 293-300. [PDF]
  6. Feng Wang, Juanzi Li, Jie Tang, Jing Zhang, and Kehong Wang. Name Disambiguation Using Atomic Clusters. In Proceedings of the 9th International Conference on Web-Age Information Management (WAIM'08), pages 357-364. [PDF]
  7. Qian Zhong, Juanzi Li, Jie Tang, Yi Li, and Lizhu Zhou. Path similarity based Directory Ontology Matching. In Proceedings of the 9th International Conference on Web-Age Information Management (WAIM'08), pages 37-44.
  8. Xiao Zhang, Qian Zhong, Juanzi Li, Jie Tang. Result of Ontology Alignment with RiMOM at OAEI'08. In Proceedings of International Workshop of Ontology Matching on the 7th International Semantic Web Conference(OM'08).
  9. Juanzi Li, Gui-rong Xue, Jie Tang, and Ying Ding. WWW 2008 workshop on social web search and mining: SWSM2008. In Proceedings of the 17th International World Wide Web Conference (WWW'08). ACM Press, pages 1281-1282.
  10. Jie Tang, Jing Zhang, Duo Zhang, and Juanzi Li. A Unified Framework for Name Disambiguation. (Poster Paper). In Proceedings of the 17th International World Wide Web Conference (WWW'08). ACM Press, pages 1205-1206. [PDF]
  11. Jie Tang, Jing Zhang, Limin Yao, and Juanzi Li. Extraction and Mining of an Academic Social Network. (Poster Paper). In Proceedings of the 17th International World Wide Web Conference (WWW'08). ACM Press, pages 1193-1194. [PDF]
  12. Jing Zhang, Jie Tang, Liu Liu, and Juanzi Li. A Mixture Model for Expert Finding. In Proceedings of 2008 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'08), pages 466-478. [URL] [PDF] [Slides]

2007

  1. Jie Tang, Duo Zhang, and Limin Yao. Social Network Extraction of Academic Researchers. In Proceedings of 2007 IEEE International Conference on Data Mining (ICDM'07), pages 292-301. [PDF] [Slides] [Data]
  2. Jie Tang, Jing Zhang, Duo Zhang, Limin Yao, and Chunlin Zhu. ArnetMiner: An Expertise Oriented Search System for Web Community. Semantic Web Challenge. In Proceedings of the 6th International Conference of Semantic Web (ISWC'07).
  3. Limin Yao, Jie Tang, and Juanzi Li. A Unified Approach to Researcher Profiling. In Proceedings of 2007 IEEE/WIC/ACM International Conferences on Web Intelligence (WI'07), pages 359-366.
  4. Xin Xin, Jie Tang, and Juanzi Li. Enhancing Semantic Web by Semantic Annotation: Experiences in Building an Automatic Conference Calendar. In Proceedings of 2007 IEEE/WIC/ACM International Conferences on Web Intelligence (WI'07), pages 439-442.
  5. Duo Zhang, Jie Tang, Juanzi Li, and Kehong Wang. A Constraint-Based Probabilistic Framework for Name Disambiguation. In Proceedings of the Sixteenth Conference on Information and Knowledge Management (CIKM'07), pages 1019-1022.
  6. Zhifeng Gu, Juanzi Li, Jie Tang, Bin Xu, and Ruobo Huang. Verification of Web Service Conversations Specified in WSCL. In Proceedings of 31st Annual IEEE International Computer Software and Applications Conference (COMPSAC'07), pages 432-437.
  7. Jie Tang, Mingcai Hong, Jing Zhang, Bangyong Liang, Limin Yao, and Juanzi Li. ArnetMiner: Toward Building and Mining Social Networks. In Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'07). (Demo Session)
  8. Chonghui Zhu, Jie Tang, Hang Li, Hwee Tou Ng, and Tiejun Zhao. A Unified Tagging Approach to Text Normalization. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL'07), pages 688-695 [PDF] [PPT]
  9. Yi Li, Qian Zhong, Juanzi Li, Jie Tang. Result of Ontology Alignment with RiMOM at OAEI'07. In Proceedings of International Workshop of Ontology Matching on the 6th International Semantic Web Conference(OM'07 ).
  10. Yi Li, Jie Tang, Duo Zhang, and Juanzi Li. Toward Strategy Selection for Ontology Alignment. (Poster) In Proceedings of the 4th European Semantic Web Conference 2007 (ESWC'07).
  11. Juanzi Li, Jie Tang, Jing Zhang, Qiong Luo, Yunhao Liu, and Mingcai Hong. EOS: Expertise Oriented Search Using Social Networks. In Proceedings of the 16th International World Wide Web Conference (WWW'07), pages 1271-1272 [PDF]
  12. Duo Zhang, Mingcai Hong, and Jie Tang. Social SIM Networks. (Telcel Award). In the 8th Worldwide Mobile Communication and Java Card-TM Developer Contest (SIMagine'07 Finalist).
  13. Jing Zhang, Jie Tang, and Juanzi Li. Expert Finding in a Social Network. In Proceedings of the Twelfth Database Systems for Advanced Applications (DASFAA'07), pages 1066-1069 [PDF]

2006

  1. Jie Tang, Mingcai Hong, Juanzi Li, and Bangyong Liang. Tree-Structured Conditional Random Fields for Semantic Annotation. In Proceedings of the 5th International Conference of Semantic Web (ISWC'06), pages 640-653 [PPT] [PDF]
  2. Yi Li, Juanzi Li, Duo Zhang, and Jie Tang. Result of Ontology Alignment with RiMOM at OAEI'06. In Proceedings of International Workshop of Ontology Matching on the 5th International Semantic Web Conference ( OM'06 ). [PPT] [PDF]
  3. Mingcai Hong, Jie Tang, and Juanzi Li. Semantic Annotation Using Horizontal and Vertical Contexts. In Proceedings of the 1st Asian Semantic Web Conference (ASWC'06), pages 58-64 [PDF]
  4. Jie Tang, Mingcai Hong, Jing Zhang, Bangyong Liang, and Juanzi Li. A New Approach to Personal Network Search based on Information Extraction. (Demo paper). In Proceedings of the 1st Asian Semantic Web Conference (ASWC'06). [PPT] [PDF]
  5. Bangyong Liang, Jie Tang, Juanzi Li, and Kehong Wang. SWARMS: A Tool for Domain Exploration in Semantic Web and its Application in FOAF Domain. (Demo paper). In Proceedings of 1st Asian Semantic Web Conference (ASWC'06). [PPT] [PDF]
  6. Bangyong Liang, Jie Tang, Juanzi Li, and Kehong Wang.  SWARMS: A Tool for Domain Exploration in Semantic Web. In Proceedings of Semantic Knowledge Grid Conference (SKG'06).
  7. Bangyong Liang, Jie Tang, Juanzi Li, and Kehong Wang. Semantic Similarity based Ontology Cache. In Proceedings of the Eighth Asia Pacific Web Conference (APWeb'06), pages250-262.
  8. Kuo Zhang, Jie Tang, Mingcai Hong, and Juanzi Li. Weighted Ontology based Semantic Search Exploiting Semantic Similarity. In Proceedings of the Eighth Asia Pacific Web Conference (APWeb'06), pages 498-510.
  9. Juanzi Li, Jie Tang, Qiang Song, and Peng Xu. Table Detection from Plain Text using Machine Learning and Document Structure. In Proceedings of the Eighth Asia Pacific Web Conference (APWeb'06), pages818-823.
  10. Kuo Zhang, Hui Xu, Jie Tang, and Juanzi Li. Keyword Extraction Using Support Vector Machine. In Proceedings of the Seventh International Conference on Web-Age Information Management (WAIM'06), pages 85-96.

2005

  1. Jie Tang, Hang Li, Yunbo Cao, and Zhaohui Tang. Email Data Cleaning. In Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'05), pages 489-499. [PDF] [Slides]
  2. Bangyong Liang, Jie Tang, and Juanzi Li. SWARMS: A Tool for Exploring Domain Knowledge. In Proceedings of the Workshop of Contexts and Ontologies on the 20th International AAAI Conference (AAAI'05).
  3. Bangyong Liang, Jie Tang, and Juanzi Li. Association Search in Semantic Web: Search + Inference. In Proceedings of the 14th International World Wide Web Conference (WWW'05), pages 992-993.
  4. Kuo Zhang, Jie Tang, Juanzi Li, and Kehong Wang. Feature-Correlation based Multi-View Detection. In Proceedings of 2005 International Conference on Computational Science and its Applications (ICCSA'05), pages 1222-1230.
  5. Jie Tang, Bangyong Liang, and Juanzi Li.  Multiple Strategies Detection in Ontology Mapping. (Poster Paper). In Proceedings of the 14th International World Wide Web Conference (WWW'05), pages 1040-1041.
  6. Jie Tang, Bangyong Liang, and Juanzi Li. Toward Detecting Strategies for Ontology Mapping. In Proceedings of the Workshop on Semantic Computing in the 14th International World Wide Web Conference.

2004

  1. Bangyong Liang, Jie Tang, Juanzi Li, and Kehong Wang. Using DAML+OIL to Enhance Search Semantic. In Proceedings of 2004 IEEE/WIC/ACM International Conferences on Web Intelligence (WI'04), pages 465-468
  2. Bangyong Liang, Jie Tang, Juanzi Li, and Kehong Wang. Resource Association Discovery in Semantic Web. In Proceedings of IEEE International Conference on e-Commerce Technology for Dynamic E-Business (CEC-EAST'04), pages 266-269.
  3. Jie Tang, Bangyong Liang, Juanzi Li, and Kehong Wang. Risk Minimization based Ontology Mapping. In Proceedings of 2004 Advanced Workshop on Content Computing (AWCC'04), pages 469-480.
  4. Jie Tang, Juanzi Li, Kehong Wang, and Yueru Cai. Loss Minimization based Keyword Distillation. In Proceedings of the 6th Asia-Pacific Web Conference (APWEB'04), pages 572-577.
  5. Bangyong Liang, Jie Tang, Juanzi Li, and Kehong Wang. Keyword Extraction based Peer Clustering. In Proceedings of the third International Conference on Grid and Cooperative Computing (GCC'04), pages 827-830.
  6. Xiaoqin Xie, Jie Tang, Juanzi Li, and Kehong Wang. A Component Retrieval Method based on Facet-Weight Self-Learning. In Proceedings of 2004 Advanced Workshop on Content Computing (AWCC'04), pages 388-399.

2003

  1. Jie Tang, Juanzi Li, Kehong Wang, and Yueru Cai. Multi-Senses and Multi-Dependencies Discovery among Words. In Proceedings of 2003 International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE'03), pages 132-137.
  2. Jie Tang, Juanzi Li, Kehong Wang, and Yueru Cai. Research of Satisfied Atomic and Anonymous Electronic Commerce Protocol. In Proceedings of the second International Conference on Grid and Cooperative Computing (GCC'03), pages 319-326.
  3. Jie Tang, Juanzi Li, Kehong Wang, and Yueru Cai. Research of Atomic and Anonymous Electronic Commerce Protocol. In Proceedings of the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC'03), pages 711-714.

 

Last updated date: March 26, 2015, by Jie Tang .