Jing ZHANG

Ph.D. Student

Knowledge Engineering Lab (Group)
Department of Computer Science and Technology
Tsinghua University

Email: zhangjing12 AT mails DOT tsinghua DOT edu DOT cn

Address: FIT 1-308, Tsinghua University, Beijing

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Short Bio

I am now a Ph.D. student (3rd year) at Knowledge Engineering Group in Department of Computer Science and Technology of Tsinghua University under supervision of Professor Jie Tang and Professor Juanzi Li.

I obtained my Bachelor degree in 2006 in Computer Science and Technology from Beijing JiaoTong University and Master degree in 2009 in Computer Science and Technology from Tsinghua University. Then I worked in IBM CDL until 2012. My current researh interest falls in area of social network, social influence and social representation.

For more detailed personal information, please refer to my CV.

System

The core member of ArnetMiner, which is a free online service for academic social network analysis and mining. The system has collected information of over 39,124,022 researchers, 79,029,784 publication papers, and 330,236 conferences. The system is in operation on the internet since 2006 and has attracted nearly 6,000,000 independent IP accesses, with more than 300,000 page views per day.

Conference Publications

  1. Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, and Juanzi Li. Panther: Fast Top-k Similarity Search in Large Networks. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15). pp. 1445-1454.(Full Paper, acceptance rate: 19%) [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Data&Code]
  2. Yuxiao Dong, Jing Zhang, Jie Tang, Nitesh V. Chawla, Bai Wang. CoupledLP: Link Prediction in Coupled Networks. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'15). pp. 199-208.(Full Paper, acceptance rate: 19%) [PDF] [Slides_PPT] [Slides_PDF] [Poster] [Data]
  3. Honglei Zhuang, Jing Zhang, George Brova, JieTang, Hasan Cam, XifengYan, and JiaweiHan. Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks. In Proceedings of IEEE International Conference on Data Mining (ICDM'14). pp. 958-965. [PDF] [PPT]
  4. 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). pp. 958-965. [PDF] [Poster] [Data&Code]
  5. 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). pp. 2761-2767. [PDF] [Poster] [Data&Code]
  6. 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 Dynamic Networks.(Demo paper) In Proceedings of the Ninteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'13). pp. 1502-1505. [PDF] [Poster]
  7. 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). pp. 1055-1060. [PDF] [Slides]
  8. 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). pp. 572-579. [PDF] [Slides]
  9. 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). pp. 162-173.
  10. 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 (SIGKDD'08). pp.990-998. [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...)
  11. 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). pp. 1055-1060. [PDF] [Slides] [Data]
  12. 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). pp. 309-316. [PDF]
  13. 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). pp. 357-364. [PDF]
  14. 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). pp. 466-478. [URL] [PDF] [Slides]
  15. 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. pp. 1193-1194. [PDF]
  16. 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. pp. 1205-1206. [PDF]
  17. 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).
  18. Jing Zhang, Jie Tang, and Juanzi Li. Expert Finding in a Social Network. (Poster paper) In Proceedings of the Twelfth Database Systems for Advanced Applications(DASFAA'07). pp. 1066-1069 [PDF]

Journal Publications

  1. 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. 27(8):2093-2106. (if =1.815) [PDF] [Slides_PPT] [Slides_PDF] [Data&Code]
  2. 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. 9(3).(if =1.147) [PDF] [Code&Data]
  3. 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=1.892) [PDF] [Data]
  4. 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]
  5. 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, Pages 2:1-2:44. (if=1.419) [PDF]
  6. Jie Tang and Jing Zhang. Modeling Evolution of Associated Data. Data & Knowledge Engineering (DKE), 2010, Volume 69, Issue 9, pages 965-978. (if=1.745) [PDF] [URL]
  7. Jing Zhang, Chune Ma, Chenting Zhao, Jun Zhang, Li Yi, and Xinsheng Mao. A novel ranking framework for linked data from relational databases. Tsinghua Science & Technology, 2010, Volume 15, Issue 6, pages 642-649. (if=0.312) [URL]
  8. 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.

Research Experience

Honors & Awards