Contact Information
Microsoft Corporation
One Microsoft Way
Redmond, WA 98052
Tel: +1 (425) 704-9176
Email: bolind@microsoft.com
- Homepage
- Publications
I am a Researcher in the Data Management, Exploration and Mining (DMX) group, which is part of the eXtreme Computing Group (XCG) of Microsoft Research. Before joining Microsoft, I completed my Ph.D. in Computer Science at University of Illinois at Urbana-Champaign under the supervision of Prof. Jiawei Han.
Research Interests
- Management and Analysis of Structured Data
- Efficient and Effective Searching and Indexing
- Algorithm Design for Databases and Data Mining Problems
- Theoretical Computer Science
2012
Zhenhui Li, Jiawei Han, Bolin Ding, and Roland Kays, Mining periodic behaviors of object movements for animal and biological sustainability studies, in Journal of Data Mining and Knowledge Discovery (DMKD), vol. 24, no. 2, pp. 355-386, Springer, 2012
Yongxin Tong, Lei Chen, and Bolin Ding, Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data, in Proceedings of the 28th IEEE International Conference on Data Engineering (ICDE 2012), IEEE Computer Society, 2012
Bolin Ding, Haixun Wang, Ruoming Jin, Jiawei Han, and Zhongyuan Wang, Optimizing Index for Taxonomy Keyword Search, in Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2012), ACM SIGMOD, 2012
2011
Lu Su, Jing Gao, Yong Yang, Tarek F. Abdelzaher, Bolin Ding, and Jiawei Han, Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks, in Proceedings of the 9th International Conference on Embedded Networked Sensor Systems (SenSys 2011), ACM, 2011
Bolin Ding and Arnd Christian König, Fast Set Intersection in Memory, in Proceedings of the VLDB Endowment, the 37th International Conference on Very Large Data Bases (VLDB 2011), vol. 4, no. 4, pp. 255-266, Very Large Data Bases Endowment Inc., 2011
Zhenhui Li, Jiawei Han, Ming Ji, Lu An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, and Roland Kays, MoveMine: Mining moving object data for discovery of animal movement patterns, in ACM Transactions on Intelligent Systems and Technology (ACM TIST), vol. 2, no. 4, pp. 37, ACM, 2011
Bolin Ding, Marianne Winslett, Jiawei Han, and Zhenhui Li, Differentially private data cubes: optimizing noise sources and consistency, in Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2011), ACM SIGMOD, 2011
David Lo, Bolin Ding, Lucia, and Jiawei Han, Bidirectional mining of non-redundant recurrent rules from a sequence database, in Proceedings of the 28th IEEE International Conference on Data Engineering (ICDE 2011), IEEE Computer Society, 2011
Arnd Christian König, Bolin Ding, Surajit Chaudhuri, and Vivek R. Narasayya, A Statistical Approach Towards Robust Progress Estimation, in Proceedings of the VLDB Endowment, the 38th International Conference on Very Large Data Bases (VLDB 2012), vol. 5, no. 4, pp. 382-393, Very Large Data Bases Endowment Inc., 2011
Ruoming Jin, Lin Liu, Bolin Ding, and Haixun Wang, Distance-Constraint Reachability Computation in Uncertain Graphs, in Proceedings of the VLDB Endowment, the 37th International Conference on Very Large Data Bases (VLDB 2011), vol. 4, no. 9, pp. 551-562, Very Large Data Bases Endowment Inc., 2011
Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai, Asok Srivastava, and Nikunj C. Oza, Efficient Keyword-Based Search for Top-K Cells in Text Cube, in IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 23, no. 12, pp. 1795-1810, IEEE Computer Society, 2011
2010
Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, and Peter Nye, Mining periodic behaviors for moving objects, in Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010), ACM, 2010
Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, and Chengxiang Zhai, TopCells: Keyword-based search of top-k aggregated documents in text cube, in Proceedings of the 26th IEEE International Conference on Data Engineering (ICDE 2010), IEEE Computer Society, 2010
Zhenhui Li, Bolin Ding, Jiawei Han, and Roland Kays, Swarm: Mining Relaxed Temporal Moving Object Clusters, in Proceedings of the VLDB Endowment, the 36th International Conference on Very Large Data Bases (VLDB 2010), vol. 3, no. 1, pp. 723-734, Very Large Data Bases Endowment Inc., 2010
Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, and Chengxiang Zhai, Keyword Search in Text Cube: Finding Top-k Aggregated Cell Documents, in Proceedings of the 2010 Conference on Intelligent Data Understanding (CIDU 2010), NASA, 2010
2009
Wenfei Fan, Jeffrey Xu Yu, Jianzhong Li, Bolin Ding, and Lu Qin, Query translation from XPath to SQL in the presence of recursive DTDs, in The VLDB Journal, vol. 18, no. 4, pp. 857-883, Springer, 2009
Lu Su, Bolin Ding, Yong Yang, Tarek F. Abdelzaher, Guohong Cao, and Jennifer C. Hou, oCast: Optimal Multicast Routing Protocol for Wireless Sensor Networks, in Proceedings of the 17th IEEE International Conference on Network Protocols (ICNP 2009), IEEE Computer Society, 2009
Cheqing Jin, Bolin Ding, and Jeffrey Xu Yu, Making filters smart in distributed data stream environments, in Information Sciences, vol. 179, no. 9, pp. 1348-1361, Elsevier, 2009
Bolin Ding, David Lo, Jiawei Han, and Siau-Cheng Khoo, Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database, in Proceedings of the 25th IEEE International Conference on Data Engineering (ICDE 2009), IEEE Computer Society, 2009
2008
Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, and Bo Zhao, Text Cube: Computing IR Measures for Multidimensional Text Database Analysis, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), IEEE Computer Society, 2008
Jiefeng Cheng, Jeffrey Xu Yu, Bolin Ding, Philip S. Yu, and Haixun Wang, Fast Graph Pattern Matching, in Proceedings of the 24th IEEE International Conference on Data Engineering (ICDE 2008), IEEE Computer Society, 2008
Luiz F. Mendes, Bolin Ding, and Jiawei Han, Stream Sequential Pattern Mining with Precise Error Bounds, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), IEEE Computer Society, 2008
Bolin Ding, Jeffrey Xu Yu, and Lu Qin, Finding time-dependent shortest paths over large graphs, in Proceedings of the 11th International Conference on Extending Database Technology (EDBT 2008), ACM, 2008
2007
Bolin Ding, Jeffrey Xu Yu, Shan Wang, Lu Qin, Xiao Zhang, and Xuemin Lin, Finding Top-k Min-Cost Connected Trees in Databases, in Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE 2007), IEEE Computer Society, 2007
Lu Qin, Jeffrey Xu Yu, and Bolin Ding, TwigList : Make Twig Pattern Matching Fast, in Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA 2007), Springer, 2007
2006
Shan Wang, Zhaohui Peng, Jun Zhang, Lu Qin, Sheng Wang, Jeffrey Xu Yu, and Bolin Ding, NUITS: A Novel User Interface for Efficient Keyword Search over Databases, in Proceedings of the 32nd International Conference on Very Large Data Bases (VLDB 2006), Very Large Data Bases Endowment Inc., 2006
Professional Activities
Program Committee Memberships:
- The 1st International Workshop on Privacy-Preserving Data Publication and Analysis (PrivDB 2013), in conjunction with the 29th IEEE International Conference on Data Engineering (ICDE 2013)
- The 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013)
Information Director for Journals:
- ACM Transactions on Knowledge Discovery from Data, 2009-2011
Reviewer for Journals:
ACM Transactions on Database Systems, IEEE Transactions on Knowledge and Data Engineering, ACM Transactions on Knowledge Discovery from Data, Theoretical Computer Science, Pattern Recognition, Information Sciences, Knowledge and Information Systems
