邹兆年 中国
海量数据计算研究中心教师
副教授||博士生导师
目前就职计算机科学与技术学院
所在学科 计算机科学与技术
永久地址 http://homepage.hit.edu.cn/zou

Contact Information

Zhaonian Zou, Dr.

Associate Professor

School of Computer Science and Technology
Harbin Institute of Technology
Harbin, Heilongjiang, China

Address: 
92 West Dazhi Street
Zonghe Building, Room 810
Harbin, Heilongjiang 150001, China

Tel: +86 (451) 8640-3492 ext. 826

Fax: +86 (451) 8641-5827

Email: znzou@hit.edu.cn

 

Education

Working Experience

Research Interests

  • Big Data
  • Graph Databases
  • Data Mining

Selected Publications

DBLP Entry

Books

  1. Zhaonian Zou, Jianzhong Li. Mining Uncertain Graph Data. Harbin Institute of Technology Press, January, 2013.

Refereed Journal Publications

  1. Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang. Mining Frequent Subgraph Patterns from Uncertain Graph Data. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 22(9):1203-1218, 2010.
  2. Jianzhong Li, Zhaonian Zou, Hong Gao. Mining Frequent Subgraphs over Uncertain Graph Databases under Probabilistic Semantics. VLDB Journal, 21(6):753-777, 2012.

Refereed Conference Publications

  1. Zhaonian Zou, Hong Gao, Jianzhong Li. Discovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic Semantics. Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM KDD), Washington, DC, USA, July, 2010, 633-642.
  2. Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang. Finding Top-k Maximal Cliques in an Uncertain Graph. Proceedings of the 26th IEEE International Conference on Data Engineering (IEEE ICDE), Long Beach, CA, USA, March, 2010, 649-652.
  3. Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang. Frequent Subgraph Pattern Mining on Uncertain Graph Data. Proceedings of the 18th ACM Conference on Information and Knowledge Management (ACM CIKM), Hong Kong, China, November, 2009, 583-592.
  4. Zhaonian Zou, Jianzhong Li. Structural-Context Similarities for Uncertain Graphs. Proceedings of the 13th IEEE International Conference on Data Mining (IEEE ICDM), Dallas, TX, USA, December 7-10, 2013, 1325-1330.
  5. Shuo Zhang, Jianzhong Li, Hong Gao, Zhaonian Zou. A Novel Approach for Efficient Supergraph Query Processing on Graph Databases. Proceedings of the 12th International Conference on Extending Database Technology (EDBT), Saint-Petersburg, Russia, March, 2009, 204-215.
  6. Zhaonian Zou. Polynomial-time Algorithm for Finding Densest Subgraphs in Uncertain Graphs. The 11th ACM KDD Workshop on Mining and Learning with Graphs (MLG), Chicago, IL, USA, August, 2013.

Research Projects

  1. Principal Investigator. Algorithms for Mining Massive Uncertain Graphs. National Natural Science Foundation of China (NSFC), January 2012 - December 2015.

Awards

  1. Nominee for the National Outstanding Doctoral Dissertation Award of China, 2013.
  2. China Computer Federation (CCF) Outstanding Doctoral Dissertation Award, 2012.
  3. Harbin Institute of Technology Outstanding Doctoral Dissertation Award, 2012.

Professional Service

 

Talks

  1. Frequent Subgraph Pattern Mining on Uncertain Graph DataThe 18th ACM Conference on Information and Knowledge Management (ACM CIKM), Hong Kong, China, November, 2009.
  2. Finding Top-k Maximal Cliques in an Uncertain GraphThe 26th IEEE International Conference on Data Engineering (IEEE ICDE), Long Beach, CA, USA, March, 2010.
  3. Discovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic SemanticsThe 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM KDD), Washington, DC, USA, July, 2010.
  4. Mining Uncertain Graph DataThe 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM KDD), Beijing, China, July, 2012.
  5. Polynomial-time Algorithm for Finding Densest Subgraphs in Uncertain GraphsThe 11th ACM KDD Workshop on Mining and Learning with Graphs (MLG), Chicago, IL, USA, August, 2013.
  6. Structural-Context Similarities for Uncertain GraphsThe 13th IEEE International Conference on Data Mining (IEEE ICDM), Dallas, TX, USA, December 7-10, 2013.
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