About Me

 

I am currently working as a member of the Data Exploration research project in the Data Management, Exploration and Mining Group at Microsoft Research.  I completed my Ph.D. in Computer Science at the University of Illinois at Urbana-Champaign in July 2007, under the supervision of Professor Jiawei Han.

 

   Recent Publications  [DBLP]

   

An Efficient Filter for Approximate Membership Checking

Surajit Chaudhuri, Kaushik Chakrabarti, Venkatesh Ganti, Dong Xin

SIGMOD 2008 (Proceedings of 2008 ACM SIGMOD Int. Conf. on Management of Data)

ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes

Tianyi Wu, Dong Xin, Jiawei Han

SIGMOD 2008 (Proceedings of 2008 ACM SIGMOD Int. Conf. on Management of Data)

Semantic Annotation of Frequent Patterns

Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, Chengxiang Zhai

TKDD (ACM Transactions of Knowledge Discovery from Data, 1(3), 2007)

Frequent Pattern Mining: Current Status and Future Directions

Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan

DAMI (Data Mining and Knowledge Discovery, 10th Anniversary Issue, 14(1), 2007, 55-86)

 

Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The StarCubing Approach

Dong Xin, Jiawei Han, Xiaolei Li, Zheng Shao, Benjamin W. Wah

TKDE (IEEE Transactions on Knowledge and Data Engineering, Vol 19-1, 2007, 111-126)

 

Progressive and Selective Merge: Computing Top-K with Ad-Hoc Ranking Functions

Dong Xin, Jiawei Han, Kevin C.-C. Chang

SIGMOD 2007 (Proceedings of 2007 ACM SIGMOD Int. Conf. on Management of Data)

 

Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach

Dong Xin,  Jiawei Han, Hong Cheng, Xiaolei Li

VLDB 2006 (Proc. 2006 Int. Conf. on Very Large Data Bases)

 

Towards Robust Indexing for Ranked Queries

Dong Xin, Chen Chen, Jiawei Han

VLDB 2006 (Proc. 2006 Int. Conf. on Very Large Data Bases)

 

Generating Semantic Annotations for Frequent Patterns with Context Analysis

Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, Chengxiang Zhai

SIGKDD 2006 (Proceedings of 2006 Int. Conf. on Knowledge Discovery and Data Mining)

 

Extracting Redundancy-aware Top-k Patterns

Dong Xin, Hong Cheng, Xifeng Yan, Jiawei Han

SIGKDD 2006 (Proceedings of 2006 Int. Conf. on Knowledge Discovery and Data Mining)

 

Discovering Interesting Patterns Through User's Interactive Feedback

Dong Xin, Xuehua Shen, Qiaozhu Mei, Jiawei Han

SIGKDD 2006 (Proceedings of 2006 Int. Conf. on Knowledge Discovery and Data Mining)

 

Ranking Objects by Exploiting Relationships: Computing Top-K over Aggregation

Kaushik Chakrabarti, Venkatesh Ganti, Jiawei Han, Dong Xin

SIGMOD 2006 (Proceedings of 2006 ACM SIGMOD Int. Conf. on Management of Data)

 

   Professional Activities 

 

Program Committee: ICDE 2009 (demo), KDD 2008, PKDD 2008, DEXA 2008, KDD 2007, VDBM 2007