I am a Computer Science PhD candidate in Database and Information Systems Lab (DAIS) group at UIUC since fall 2009. I work in Data Mining Research Group, and my advisor is Professor Jiawei Han. I received my Bachelor of Engineering in 2009 from Tsinghua University, Beijing. My research interest has an emphasis in information network analysis and mining, especially in community and role discovery. My work helps the following applications.
Selected Publications
Chi Wang, Marina Danilevsky, Nihit Desai, Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, and Jiawei Han, "A Phrase Mining Framework for Recursive Construction of a Topical Hierarchy", to appear in SIGKDD 2013.
Yang Li, Chi Wang, Fangqiu Han, Jiawei Han, Dan Roth, and Xifeng Yan, "Mining Evidences for Named Entity Disambiguation", to appear in SIGKDD 2013.
Jialu Liu, Chi Wang, Marina Danilevsky and Jiawei Han, "Large-Scale Spectral Clustering on Graphs", to appear in IJCAI 2013.
Chi Wang, Hongning Wang, Jialu Liu, Ming Ji, Lu Su, Yuguo Chen and Jiawei Han, "On the Detectability of Node Grouping in Networks", in SDM 2013. [slides]
[data and code]
Jialu Liu, Chi Wang, Jing Gao and Jiawei Han, "Multi-View Clustering via Joint Nonnegative Matrix Factorization", in SDM 2013.
Chi Wang, Wei Chen, Yajun Wang, "Scalable Influence Maximization
for Independent Cascade Model in Large-Scale Social Networks", in Data Mining and Knowledge Discovery: Volume 25, Issue 3 (2012), Page 545-576. [errata]
Chi Wang, Kaushik Chakrabarti, Tao Cheng, Surajit Chaudhuri, "Targeted Disambiguation of Ad-hoc, Homogeneous Sets of Named Entities", in WWW 2012. [slides]
Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin, and Heng Ji, "Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links", in SDM 2012. [slides]
[data and code]
Chi Wang, Rajat Raina, David Fong, Ding Zhou, Jiawei Han, Greg Bardros, "Learning Relevance from a Heterogeneous Social Network and Its Application in Online Targeting", in SIGIR 2011. [slides]
Hongning Wang, Chi Wang, Chengxiang Zhai, Jiawei Han, "Learning Online Discussion Structures by Conditional Random Fields", in SIGIR 2011.
Chi Wang, Jie Tang, Jimeng Sun and Jiawei Han, "Dynamic Social Influence Analysis through Time-dependent Factor Graphs", in Proc. 2011 International Conference on Advances in Social Networks Analysis and Mining (ASONAM'11). Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu and Jingyi Guo, "Mining Advisor-advisee Relationship from Research Publication Networks", in SIGKDD 2010. [data] [slides pdf | ppt]
Wei Chen, Chi Wang and Yajun Wang, "Scalable Influence Maximization for Prevalent Viral Marketing in Large-Scale Social Networks", in SIGKDD 2010.
Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun and Jiawei Han, "Community Outliers and their Efficient Detection in Information Networks", in SIGKDD 2010.
Jie Tang, Jimeng Sun, Chi Wang and Zi Yang, "Social Influence Analysis in Large-scale Networks", in SIGKDD 2009.
System Demos
Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, and Jiawei Han, "AMETHYST: A System for Mining and Exploring Topical Hierarchies in Information Networks", in SIGKDD 2013.
Fangbo Tao, Kin Hou Lei, Jiawei Han, ChengXiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialiu liu, Nikunj Oza, Ashok Srivastava, Rod Tjoelker, Chi Wang, Duo Zhang, and Bo Zhao, "EventCube: Multi-Dimensional Search and Mining of Structured and Text Data", in SIGKDD 2013.
Fangbo Tao, Xiao Yu, Kin Hou Lei, George Brova, Xiao Cheng, Jiawei Han, Rucha Kanade, Yizhou Sun, Chi Wang, Lidan Wang, Tim Weninger, "Research-Insight: Providing Insight on Research by Publication Network Analysis", in SIGMOD 2013.
Xin Jin, Chi Wang, Jiebo Liu, Xiao Yu, Jiawei Han, "LikeMiner: A System for Mining the Power of ‘Like’ in Social Media Networks", in SIGKDD 2011.
Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey,
Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu, "WINACS: Construction and Analysis of Web-Based Computer Science Information Networks", in SIGMOD 2011. |
