Download Jin-CV - Computer Science

Dr. Ruoming Jin
Assistant Professor, Kent State University, Kent, OH 44242
Educational background
Ph.D. (2005) in Computer Science CSE Dept., Ohio State University
M.S. (2001) in Computer Science CIS Dept., University of Delaware
M.E. (1999), B.E. (1996) in Computer Engineering CSE Dept., Beihang University, China
Brief employment history
Assistant Professor, Aug. 2005 - Present
Computer Science Department (CS) , Kent State University
Research Scientist, Aug. 2001 - Sep. 2002
Department of Computer Science and Engineering (CSE), The Ohio State University
Member of Technical Staff, Feb. 1999 - June 1999
Bell Labs, Lucent Technology (Beijing, China)
List of representative publications:
1. Data Discretization Unification, Ruoming Jin, Yuri Breitbart, and Chibuike Muoh, in Knowledge and
Information System (KAIS journal), Volume 19, Number 1, Pages 1-29, April, 2009.
2. Fast and Exact Out-of-Core and Distributed K-Means Clustering, Ruoming Jin, Anjan Goswami, and
Gagan Agrawal, in Knowledge and Information System (KAIS journal), 10(1): 17-40 (2006) .
5. Cartesian Contour: A Concise Representation for a Collection of Frequent Sets, Ruoming Jin, Yang
Xiang, and Lin Liu, in the Proceedings of the 15th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (KDD’09), pages 417-426 (Full Paper, Long Presentation,
Acceptance rate: 10%) .
6. Migration Motif: A spatial-temporal pattern mining approach for financial market, Xiaoxi Du,
Ruoming Jin, Ling Ding, Victor Lee, and John Thornton, in the Proceedings of the 15th ACM
SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’09), pages11351144 (Industry/Application Track, Full Paper, Short Presentation, Acceptance rate: 27%).
7. Multiple Information Sources Cooperative Learning, Xingquan Zhu and Ruoming Jin, in the
Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI), pages 13691375, Pasadena, California, USA (Full Paper, Acceptance rate: 25%).
8. 3-HOP: A High-Compression Indexing Scheme for Reachability Query, Ruoming Jin, Yang Xiang,
Ning Ruan, and Dave Fuhry, in the Proceedings of ACM SIGMOD conference (SIGMOD’09), pages
813-826 (Full Paper, Acceptance rate: 15.9%).
9. Identify Dynamic Network Modules with Temporal and Spatial Constraints, Ruoming Jin, Scott
McCallen, Chun-Chi Liu, Yang Xiang, Eivind Almaas, and Xianghong Jasmine Zhou, in the
Proceedings of Pacic Symposium on Biocomputing (PSB’09) 14:203-214.
10. Efficient Skyline Computation in Metric Space, Dave Fuhry, Ruoming Jin, and Donghui Zhang, in
the Proceedings of 12th International Conference on Extending Database Technology (EDBT’09),
pages 1042-1051, March, 2009 (Full Paper, Acceptance rate: 32%).
11. Estimating the Number of Frequent Itemsets in a Large Database, Ruoming Jin, Scott Mccallen, Yuri
Breitbart, Dave Fuhry, and Dong Wang, in the Proceedings of 12th International Conference on
Extending Database Technology (EDBT’09), pages 505-516, March, 2009 (Full Paper, Acceptance
rate: 32%).
12. Overlapping Matrix Pattern Visualization: a Hypergraph Approach, Ruoming Jin, Yang Xiang, Dave
Fuhry, and Feodor Dragan, in International Conference on Data Mining (ICDM’08), pages 313-322
(Full Paper, Acceptance rate: 9.7%).
13. A Topic Modeling Approach and its Integration into the Random Walk Framework for Academic
Search, Jie Tang, Ruoming Jin, Jing Zhang, in International Conference on Data Mining (ICDM’08),
pages 1055-1060 (Short Paper, Acceptance rate: 19.9%).
14. Effective and efficient itemset pattern summarization: regression-based approaches, Ruoming Jin,
Muad Abu-Ata, Yang Xiang, and Ning Ruan, in the Proceedings of the 14th ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining (KDD’08), August, 2008, Pages
399-407 (Full Paper, Acceptance rate: 18.5%).
15. Succinct summarization of transactional databases: an overlapped hyperrectangle scheme, Yang Xiang,
Ruoming Jin, Dave Fuhry, and Feodor Dragan, in the Proceedings of the 14th ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining (KDD’08), August, 2008, Pages
758-766 (Full Paper, Acceptance rate: 18.5%).
16. Efficiently Answering Reachability Query on Very Large Directed Graphs, Ruoming Jin, Yang
Xiang, Ning Ruan, and Haixun Wang, in the Proceedings of ACM SIGMOD conference
(SIGMOD’08), June, 2008, Pages 595-608 (Full Paper, Acceptance rate: 18%).
17. Cost-Based Query Optimization for Complex Pattern Mining on Multiple Databases, Ruoming Jin,
Dave Fuhry, and Abdulkareem Alali, in the Proceedings of 11th International Conference on
Extending Database Technology (EDBT’08), March, 2008, pages 380-391 (Full Paper, Acceptance
rate: 17.5%).
18. Data Discretization Unification, Ruoming Jin, Yuri Breitbart, and Chibuike Muoh, in the Proc. of the
Seventh IEEE International Conference on Data Mining (ICDM’07), Oct. 2007, pages 183-192, (Full
Paper, Acceptance rate: 7%, received two best paper nomination).\
19. Trend Motif: A Graph Mining Approach for Analysis of Dynamic Complex Networks, Ruoming Jin,
Scott McCallen, and Eivind Almaas, in the Proc. of the Seventh IEEE International Conference on
Data Mining (ICDM’07), Oct. 2007, pages 541-546 (Short Paper, Acceptance rate: 19%).
List of representative presentations:
1. Efficiently Answering Reachability Query on Very Large Directed Graphs, presentation at
SIGMOD’08 (June 2008), invited talk at Penn State (Oct. 2008), Beihang University, IBM China
Research Lab, AOL Beijing Research Lab (July, 2008).
2. Database Supports for Efficient Frequent Pattern Mining, invited talk at IBM T.J. Watson Research
Center (May, 2008), Colloquium at Department of Computer Science, Wayne State University (March,
2008), invited talk at Max-Planck-Institut fcken, Germany, (August, 2007).
3. Scalable Data Mining: System Support and Algorithms, invited talk at Beihang University and
Mathematics and Systems Institute of Chinese Academy of Sciences, June, 2007.
4. Towards a Systematic Approach for Genome-Wide Rice Gene Annotation, invited talk on the 3rd Rice
Annotation Project Meeting (RAP3), Tsukuba, Japan, Dec. 9-10, 2006.
List undergraduate students (by name) mentored
Dave Stanfill, (B.S., Honors thesis, April 2008)
List masters and dissertation students (by name) supervised
Xiaoxi Du (M.S., April 2009), Dong Wang (M.S., Nov. 2008), Dave Furhy (M.S., April 2008), Scott
McCallen (M.S., Dec. 2007)
Victor Lee (Ph.D. Student, Expected graduation year: 2011), Ning Ruan (Ph.D. Student, Expected
graduation year: 2012), Muad Abuata (Ph.D. Student, Expected graduation year: 2012), Hui Hong (Ph.D.
Student, Expected graduation year: 2013), Lin Liu(Ph.D. Student, Expected graduation year: 2013),
Chibuike Muoh (Masters Student, Expected graduation date: Dec. 2009)
List of committees served and role, and professional service activities.
1. Sponsorship Co-Chair for SIAM Conference on Data Mining (SDM), 2009.
2. Senior Program committee Member for SIAM Conference on Data Mining (SDM), 2009.
3. Workshop Co-Chair for International Workshop on Mining Multiple Information Sources (MMIS), in
conjunction with KDD’07, KDD’08, and ICDM'09.
4. Program committee (PC) Member for ACM conference on knowledge discovery and data mining
(KDD), 2009, 2010; International Conference on Data Mining (ICDM), 2009; SIAM Conference on
Data Mining (SDM), 2007, 2009; Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD), 2007, 2008, 2009.
5. Members of ACM and IEEE.