Chen Chen @ University of Illinois

Chen Chen

	PhD Candidate	Email: cchen37 AT uiuc DOT edu
	Data Mining Research Group	Office: 2113 Siebel Center
	Department of Computer Science	Address: 201 N. Goodwin Avenue, Urbana, IL 61801
	University of Illinois at Urbana-Champaign	Phone: 217-721-3465

	[Bio] [Research] [Publications][Awards][CV]

BIOGRAPHY

I am a PhD student in the Data Mining Research Group, Department of Computer Science at the University of Illinois at Urbana-Champaign (UIUC) since Fall 2004. My advisor is professor Jiawei Han. Prior to joining UIUC, I studied at the Special Class for Gifted Young (SCGY), University of Science and Technology of China (USTC). I received my Master degree in 2006 from UIUC and my Bachelor degree in 2003 from USTC, both are in Computer Science.

RESEARCH INTERESTS

I have a broad interest in the areas of data mining, data warehousing, and database systems. In particular, I work on graph mining, graph data management, and information network analysis, with applications on graph data in chem/bio-informatics, social networks, the Web, and computer systems. I am also interested in multi-dimensional analysis, OLAP, and ranked query optimization.

PUBLICATIONS

Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, and Philip S. Yu , "Graph OLAP: Towards Online Analytical Processing on Graphs", Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, Dec. 2008, to appear. [PDF]

Chen Chen, Cindy Xide Lin, Xifeng Yan, and Jiawei Han, "On Effective Presentation of Graph Patterns: A Structural Representative Approach", Proceedings of the 17th ACM Conference on Information and Knowledge Management, (CIKM 2008), Napa Valley, CA, Oct. 2008, to appear. [PDF]

Chen Chen, Xifeng Yan, Feida Zhu, and Jiawei Han, "gApprox: Mining Frequent Approximate Patterns from a Massive Network", Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), Omaha, NE, Oct. 2007, 445-450. [PDF]

Chen Chen, Xifeng Yan, Philip S. Yu, Jiawei Han, DongQing Zhang, and Xiaohui Gu, "Towards Graph Containment Search and Indexing", Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB 2007), Vienna, Austria, Sep. 2007, 926-937. [PDF]

Dong Xin, Chen Chen, and Jiawei Han, "Towards Robust Indexing for Ranked Queries", Proceedings of the 32nd International Conference on Very Large Data Bases (VLDB 2006), Seoul, Korea, Sep. 2006, 235-246. [PDF]

Chao Liu, Chen Chen, Jiawei Han, and Philip S. Yu, "GPLAG: Detection of Software Plagiarism by Procedure Dependency Graph Analysis", Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2006), Philadelphia, PA, Aug. 2006, 872-881. [PDF]

Charu C. Aggarwal, Chen Chen, and Jiawei Han, "On the Inverse Classification Problem and its Applications", Proceedings of the 22nd International Conference on Data Engineering (ICDE 2006), Atlanta, GA, Apr. 2006, 111. [PDF]

Chen Chen, Dong Xin, and Jiawei Han, "Accelerating DNA Sequencing by Hybridization with Noises", Proceedings of the 2005 ACM SIGKDD Workshop on Data Mining in Bioinformatics (BioKDD 2005), Chicago, IL, Aug. 2005, 29-36. [PDF]

HONORS & AWARDS

CIKM 2008 Student Travel Support, 2008

Data Mining Research Silver Award, Data Mining Research Group, University of Illinois at Urbana-Champaign, 2007.

Andrew and Shana Laursen Fellowship, University of Illinois at Urbana-Champaign, 2004.
Outstanding Student Scholarship, University of Science and Technology of China, 1999-2003.
Outstanding Freshmen Scholarship, University of Science and Technology of China, 1998.

Last Updated: September, 2008