Shuigeng Zhou - 周水庚(PhD, Fudan)

 

Professor


Department of Computer Science & Engineering, and
Shanghai Key Lab of Intelligent Information Processing

Fudan University, 220 Handan Road,
Shanghai 200433, China

Tel: +86-21-55664298/65654504
Fax: +86-21-55664298

Email: sgzhou AT fudan DOT edu DOT cn

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General Information (简介) 

Shuigeng Zhou received his Bachelor degree from Huazhong University of Science and Technology (HUST) in July 1988, his Master degree from University of Electronic Science and Technology of China (UESTC) in March 1991, and his PhD from Fudan University in July 2000. He served in Shanghai Academy of Spaceflight Technology from April 1991 to August 1997, as an engineer and a senior engineer (since August 1995) respectively. Before joining Fudan University, he was a post-doctoral researcher in State Key Lab of Software Engineering, Wuhan University from August 2000 to August 2002.

Shuigeng Zhou is now the Vice Chair of Department of Computer Science & Engineering, in charge of research affairs, and the Executive Vice Director of Shanghai Key Lab of Intelligent Information Processing, Fudan University. He leads the research group of Advanced Data Management and Information Systems (ADMIS), Department of Computer Science & Engineering, Fudan University.


His current research interests include P2P computing, database, data mining (including spatial clustering, text classification, outlier detection, biological data mining), information retrieval, Web searching and mining, Bioinformatics, Complex Networks (modeling and applications), and geographic information systems (GIS).

Post-doctoral Position Available:  ONE post-doctoral position is available in Shuigeng Zhou's group. Applicants who graduated from top domestic universities and specialize in database, information retrieval  and distributed computing areas are favored. Applicants are welcome to contact Shuigeng Zhou via his email.    

 
Research Grants (研究课题)

  • Chinese Language Networks: Characteristics, models and their applications to Chinese Language Processing, funded by National Natural Science Foundation of China, grant no. 60773123, January 2008 - December 2008, PI.

  • Searching in P2P networks, funded by National Natural Science Foundation of China, grant no. 90612007, January 2006 - December 2008, PI.

  • Research Collaboration Environment: A Pilot Project, funded by Science and Technology Committee of Shanghai Municipality, grant no. 05dz22334, January 2006 - June 2006, PI.

  • Query processing in P2P environment, funded by National Natural Science Foundation of China, grant no. 60373019, January 2004 - December 2006, PI.

  • Algorithms of query processing in P2P Networks, Shuguang Scholar Program of Shanghai Municipal Education Committee, January 2005 - December 2006, PI.

  • Geographical information services in P2P environment, funded by Open Researches Fund Programme of LIESMARS, January 2005 - December 2006, PI.

        For information of finished projects, click here.


Publications (论文发表)
    2008

    1.         Shixi Chen, Haixun Wang, Shuigeng Zhou, and Philip S. Yu. Stop Chasing Trends: Discovering  High Order Models in Evolving Data . In Proceedings of ICDE 2008, IEEE CS, April 2008.

    2.      Yuzhe Tang and Shuigeng Zhou. LHT: A Low-Maintenance Indexing Scheme over DHT. To appear in Proceedings of the 28th International Conference on Distributed Computing Systems (ICDCS’08), Beijing, June 2008.

    3.      Bin Xiao, Hekeng Chen, and Shuigeng Zhou.  Distributed Localization Using a Moving Beacon in Wireless Sensor Networks. To appear in IEEE Transactions on Parallel and Distributed Systems. (Digital Object Indentifier 10.1109/TPDS.2007.70773).  

    4.       Zhongzhi Zhang,  Lichao Chen,  Shuigeng Zhou,  Lujun Fang,  Jihong Guan,  and Tao Zou. Exact analytical solution of average path length for Apollonian networks. Physical Review E, 77, 017102, 2008.

    5.         Jihong Guan and Shuigeng Zhou. An Effective GML Documents Compressor. IEICE Transactions on Information and Systems. 2008 (in press)

    6.         Zhongzhi Zhang, Shuigeng Zhou, Shanghong Zhao, and Jihong Guan. Degree and component size distributions in the generalized uniform recursive tree. Journal of Physics A: Mathematical and Theoretical. 41 (2008) 185101.

    7.      Shuigeng Zhou, Guobiao Hu, and Zhongzhi Zhang. An empirical study of Chinese language networks. Physica A, 387: 3039–3047, 2008.

    8.       Zhongzhi Zhang,  F. Comellas, G. Fertin, A. Raspaud, L. Rong, S. Zhou. Vertex labeling and routing in expanded Apollonian networks, Journal of Physics A: Mathematical and Theoretical, 41(2008) 035004.

    9.      Guobiao Hu, Shuigeng Zhou, Jihong Guan, and Xiaohua Hu, Towards Effective Document Clustering: A Constrained K-means Based Approach. Information Processing and Management, 2008. (In press)

    10.   Yu Zhaochuan, Zhou Shuigeng, Xiao Bin. Adaptive information brokerage in wireless sensor networks, Journal of Software,19(1):103-115, 2008. (in Chinese)     

 

    2007

    1.         Keping Zhao, Yufei Tao, and Shuigeng Zhou. Efficient top-k processing in large-scaled distributed environments. Data and Knowledge Engineering, 63(2): 315-335, 2007.

    2.         Haoliang Jiang, Haixun Wang, Philip S. Yu, and Shuigeng Zhou. GString: A Novel Approach for Efficient Search in Graph Databases. Proceedings of ICDE 2007, pp. 566-575, IEEE CS, 2007.

    3.         Jihong Guan, Shuigeng Zhou, GPress: Towards Effective GML Documents Compresssion.  Proceedings of ICDE 2007, pp. 1473-1474, IEEE CS, 2007.

    4.         Zhongzhi Zhang, Shuigeng Zhou, Lichao Chen. Evolving pseudofractal networks. The European Physical Journal B, 2007, 58(3):337-344.

    5.         Zhongzhi Zhang, Shuigeng Zhou, and Tao Zou. Self-similarity, small-world, scale-free scaling, disassortativity, and robustness in hierarchical lattices. European Physical Journal B, 56:259–271, 2007.

    6.      Zhongzhi Zhang, Shuigeng Zhou, Lichao Chen, Jihong Guan, Fang Lujun, Zhang Yichao. Recursive weighted treelike networks. The European Physical Journal B, 59: 99–107, 2007.

    7.      Zhongzhi Zhang, Shuigeng Zhou, Fang Lujun, Jihong Guan, Yichao Zhang. Maximal planar scale-free Sierpinski networks with small-world effect and power-law strength-degree correlation. EPL (Europhysics Letters), 2007, 79: 38007.

    8.         Zhongzhi Zhang, Lili Rong, and Shuigeng Zhou. A general geometric growth model for pseudofractal scale-free web. Physica A, 377: 329-339, 2007.

    9.          Zhongzhi Zhang, Shuigeng Zhou. Correlations in random Apollonian network. Physica A, 380: 621–628, 2007.

    10.     Zhongzhi Zhang, Lili Rong, Bing Wang, Shuigeng Zhou, Jihong Guan. Local-world evolving networks with tunable clustering. Physica A, 380: 639–650, 2007.

    11.    Zhongzhi Zhang, Shuigeng Zhou, Zhen Shen, Jihong Guan. From regular to growing small-world networks. Physica A, 385: 765-772, 2007.

    12.    Zhongzhi Zhang, Shuigeng Zhou, Wang Zhiyong Wang, Zhen Shen. A geometric growth model interpolating between regular and small-world networks. Journal of Physics A: Mathematical and Theoretical, 2007, 40(39): 18863-11876.

    13.   Zhongzhi Zhang, Shuigeng Zhou, and Jihong Guan. Scale-free Networks by Clique Evolution. Dynamics of Continuous, Discrete and Impulsive Systems (B) (in press), 2007

    14.     Hekang Chen, Shuigeng Zhou, and Jihong Guan. Towards Energy-Efficient Skyline Monitoring in Wireless Sensor Networks. Proceedings of 4th European Conference on Wireless Sensor Networks (EWSN 2007), LNCS, pp.101-116, Springer, Jan. 2007.

    15.   Bin Xiao, Hekang Chen, and Shuigeng Zhou. A walking beacon-assisted localization in wireless sensor networks. Proceedings of ICC 2007, pp.3070-3075, IEEE CS, August 2007.

    16.      Lin Zhu, Jihong Guan, Shuigeng Zhou, CWC: A Clustering-Based Feature Weighting Approach for Text Classification, Proceedings of MDAI 2007, LNAI 4617, pp. 204–215, 2007.

    17.     Da Jiang, Shuigeng Zhou, and Jihong Guan. A Novel Method for Flux Distribution Computation in Metabolic Networks. Proceedings of 1st International Conference on Bioinformatics Research and Development (BIRD 2007), LNBI, vol.4414, pp. 154–167, Springer, Mar. 2007.

    18.   Fubao Zhu, Jihong Gua, and Shuigeng Zhou. Constraints-preserving GML Storage in Object-Relational Databases. In: Proceedings of ACM-GIS 2007, pp.348-351, November 2007.

    19.      Keping Zhou, Shuigeng Zhou, Aoying Zhou. Towards Efficient Ranked Query Processing in Peer-to-Peer Networks. Lecture Note in Artificial Intelligence, vol. 4229, pp. 145-160, Jan. 2007.  

    20.    Zhongzhi Zhang, Shuigeng Zhou, Tao Zou, Lichao Chen, and Jihong Guan.  Incompatibility networks as models of scale-free small-world graphs. European Physical Journal B. 60, 259-264–264, 2007.  

    21.     Ling Bo, Zhou Shuigeng, Zhou Aoying. Ranking and merging strategies of query results in P2P information retrieval systems. Chinese Journal of Computer, 30(3): 405-414, 2007.  

    22.    Lin Zhu, Shuigeng Zhou, Jihong Guan. Efficient Skyline Retrieval on Peer-to-Peer Networks. In: Proceedings of FGCN 2007, vol. 2, pp. 309-314, IEEE CS, Dec. 2007. 

    2006

    1.         Zhongzhi Zhang, Lili Rong, and Shuigeng Zhou. Evolving Apollonian networks with small-world scale-free topologies. Physical Review E, 74:046105, 2006.

    2.         Yufei Tao, Xiaokui Xiao, and Shuigeng Zhou. Mining Distance based Outliers from Large Databases in Any Metric Space. Proceedings of SIGKDD 2006, August 2006.

    3.         Shuigeng Zhou, Zheng Zhang, Weining Qian, and Aoying Zhou. SIPPER: Selecting Informative Peers in Structured P2P Environment for Content-Based Retrieval. Proceedings of ICDE 2006, IEEE CS, 2006.

    4.         Guan Jihong, Zhou Shuigeng, Online text classfication. Chinese Journal of Electronics. 15(1): 21-26, 2006.

    5.         Fubao Zhu, Jihong Guan, Jiaogen Zhou, and Shuigeng Zhou. Storing and querying GML documents in object-relational databases. Proceedings of ACM-GIS 2006, pp. 107-114, ACM Press. Arlington, USA, 10-11 Nov. 2006.

    6.         Zheng Zhang, Shuigeng Zhou, Weining Qian, Aoying Zhou. KEYNOTE: Keyword Search Using Nodes Selection for Text Retrieval on DHT-based P2P Networks. Proceedings of DASFAA’06, LNCS, vol. 3882, pp. 797-806, Springer, 2006.

    7.         Hekang Chen, Shuigeng Zhou, Bin Xiao, Jihong Guan, and Bo Huang. A Novel Energy-Efficient Backbone for Sensor Networks. Proceedings of MSN 2006, LNCS, vol. 4325, pp.600-611, Hong Kong, 13-15 Dec. 2006.

    8.         Yunming Ye, Joshua Zhexue Huang, Xiaojun Chen, Shuigeng Zhou, Graham Williams.  Neighborhood Density Method for Selecting Initial Cluster Centers in K-means Clustering. Proceedings of PAKDD’06, LNAI, , pp. 189-198, Springer, 2006.

    9.     Haoliang Jiang, Shuigeng Zhou, Jihong Guan, and Ying Zheng. gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data. Proceedings of the 1st International Workshop on Biomedical Data Mining (BioDM’06), LNBI, vol. 3916, pp. 48-59, Springer, 2006.

    10.    Jihong Guan, Jiaogen Zhou, and Shuigeng Zhou. MAGGIS: A Mobile-Agent and GML Based Distributed Geographic Information System. International of Journal of Web Information Systems, 2(3-4):143-153, 2006.

    2005

    1.         Shuigeng Zhou, Jihong Guan. On redundancy of training forpus for text categorization: a perspective of geometry. In Proceedings of 28th Annual International Conference on Research and Development in Information Retrieval (SIGIR’05), pp. 671-672, Salvador, Brazil, August 15-19, 2005 (poster paper).

    2.         Shuigeng Zhou, Yue Zhao, Jihong Guan, and Joshua Huang. NBC: A neighborhood based clustering algorithm. In Proceedings of PAKDD’05, LNAI vol. 3518, pp. 361-371, Springer, Hanoi, Vietnam, May 2005.

    3.         Jihong Guan, Shuigeng Zhou. An Effective Approach to the Evaluation and Construction of Training Corpus for Text Classification. In: Asia Journal of Information Technology. 4(1): 8-17, 2005.

    4.         Wenyuan Cai, Shuigeng Zhou, et al. C2: a new overlay network based on CAN and Chord. International Journal of High Performance Computing and Networking, 3(4): 248-261, 2005.

    5.         Jian Tang, Shuigeng Zhou, A Theoretic Framework for Answering XPath Queries Using Views, Lecture Notes in Computer Sciences, vol. 3671, pp.18-33, Springer, August 2005.

    6.         Keping Zhao, Shuigeng Zhou, Kian-Lee Tan, and Aoying Zhou. Supporting ranked join in P2P networks. In Proceedings of 2nd International Workshop on P2P Data Management, Security and Trust (PDMST'05) (in conjunct with DEXA2005), IEEE CS, August 2005.

    7.      Weining Qian, Linhao Xu, Shuigeng Zhou, Aoying Zhou. CoCache: Query Processing Based on Collaborative Caching in P2P Systems. In Proceedings of DASFAA’05, LNCS, vol. 3453, pp. 498-510, Springer, April 2005.

    For his papers published before 2005, please access to DBLP by clicking here.

Books/Proceedings (编著/文集)

  • Paolo Atzeni, Wesley Chu, Hongjun. Lu, Shuigeng Zhou, and Tok Wang Ling (eds.). Conceptual Modeling – Proceedings of 23rd Intentional Conference on Conceptual Modeling (ER2004), Shanghai, China, November 8-12, 2004. LNCS, vol. 3288, Springer, 2004.

  • Shan Wang, Katsumi Tanaka, Shuigeng Zhou, and Tok Wang Ling et al (eds.). Conceptual Modeling for Advanced Application Domains– Proceedings of Workshops in conjunction with 23rd Intentional Conference on Conceptual Modeling (ER2004), Shanghai, China, November 8-12, 2004. LNCS, vol. 3289, Springer, 2004.

  • Jingsheng Lei, Jian Yu, and Shuigeng Zhou (eds.). Proceedings of 4th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007), IEEE CS, August 2007. 

Achievements and Awards (科研奖励)

  • 2007 Natural Science Achievement Prize (2nd class): Massive data management and streaming data analysis in network environments (Zhou Aoying, Zhou Shuigeng, Qian Weining, Gong Xueqing, Wang Xiaoling, Sha Chaofeng), awarded by the Ministry of Education of China.

  • 2002 Defense Science & Technology Achievement Prize (2nd class), awarded by the Commission of Science Technology and Industry for National Defense.

  • 1996 Science & Technology Advancement Prize (2nd class), awarded by China Aerospace Corporation.  

  • 1995 Science & Technology Advancement Prize (2nd class), awarded by China Aerospace Corporation.

  • 1995 Science & Technology Advancement Prize (3rd class), awarded by China Aerospace Corporation.

Patents (专利)

  • Hu Yunfa and Zhou Shuigeng. Query optimization methods for adjacency matrix based full-text database. No. ZL 99113946.1. Approved in July 2003.

  • Guan Jihong, Zhou Shuigeng, et al. Method and implementation of distributed geographical information integration based on mobile agent and GML (application no. 200410061184.9)

  • Guan Jihong, Zhou Shuigeng, et al. A new transformer from GML to SVG (application no. 200410061185.3)

Teaching (教学)
  • Fall 2007: Introduction to Database Systems《数据库引论》
  • Fall 2007: C Programming Language《程序设计》
  • Fall 2007: Introduction to Database Principles《数据库原理》（复旦成教）
  • Spring 2007: Advanced Distributed Computing 《高级分布计算》
  • Spring 2007: Data Mining: Techniques and Applications 《数据挖掘技术与应用》
  • Fall 2006: C Programming Language《程序设计》
  • Fall 2006: Database Management Systems 《数据库管理系统》
  • Spring 2006: Advanced Distributed  Computing 《高级分布计算》
  • Spring 2006: Data Mining: Techniques and Applications 《数据挖掘技术与应用》
  • Fall 2005: C Programming Language《程序设计》
  • Spring 2005: Advanced Network Computing

  • Spring 2004: Advanced Network Computing, Database and Knowledge Base

  • Fall 2003: Data Mining and Knowledge Discovery

  • Spring 2003: Network Computing

  • Fall 2002: Database and Knowledge Base
Supervising (指导学生)

Post-doctors:

Zhongzhi Zhang (章忠志) (since August 2006)

Xuejun Liu (刘学军) (Since December 2006)

 

 

PhD Students:

Shusi Yu (郁抒思) (since September 2007)

Jiandong Ding (丁建栋) (since September 2007)

 

Ming Xu  (徐明) (since September 2006)

Da Jiang (蒋达) (since September 2006)

Hui Liu (刘辉) (since September 2006)

Yuhui Tao (陶余会) (since September 2006)

 

Zhaochun Yu (蔚赵春) (since September 2005)

Zhenyu Xie (谢振宇) (since September 2005)

 

 

Master Students:

Shixi Chen (陈世熹) (since September 2007)

Kai Jiang (蒋凯) (since September 2007)

Yi Qi (齐轶) (since September 2007)

     

Yuzhe Tang (汤宇哲) (since September 2006)

Feng Li (李丰) (since September 2006)

Xu Kong (孔旭) (since September 2006)

     

Lin Zhu (朱琳) (since September 2005)
Xin Lu (陆鑫) (since September 2005)
Qinliang Jiang (蒋勤良)(since September 2005)

Guobiao Hu (胡国标)(since September 2005)

 

Xia Wang (王霞) (graduated in June 2007)
Haoliang Jiang (蒋豪良) (graduated in June 2007)
Hekang Chen (陈和康) (graduated in June 2007, now at Shanghai Mobile)

Yue Zhao (赵玥) (graduated in June 2006, now at EMC Shanghai)

Keping Zhao (赵科平) (graduated in June 2005, now at MSN Shanghai)

Undergraduate Students:

Yue Wang (王玥) (CS'07)
Cheng Zeng (曾呈) (CS'07)
Jingjing Wang (王净晶) (CS'07)
Lu Pan (潘路) (CS'07)

Haoyan Geng (耿昊炎) (CS'06)
Diwen Zhu (朱迪文) (CS'06)
Zhen Shen (沈震) (CS'06)

Bo Huang (黄博) (CS'05, 2006 Wangdao Scholarship Winner)
Lichao Chen (陈力超) (CS'05)
Tao Zou (邹韬) (CS'05)
Zhan Su (苏展) (CS'05)
Da Yan (严达) (CS'05)
Linxia Wang (万琳霞) (CS'05)

Lujun Fang (方录俊) (CS'04, 2005 Wangdao Scholarship Winner)

Ying zheng (郑影) (CS'03, 2005 Chun-Tsung Scholarship Winner. Now at Duke University)
Shixi Chen (陈世熹) (CS'03, 2006 Chun-Tsung Scholarship Winner)
Lipeng Guo (郭立鹏) (CS'03, 2006 Wangdao Scholarship Winner)

Yibiao Cai (蔡怡飙) (CS'02, 2004 Chun-Tsung Scholarship Winner)
Yu Liang (梁宇) (CS'02, 2004 Wangdao Scholarship Winner)
Professional Services and Activities (学术服务与活动)

       

      PC member:

  • Current and Incoming Conferences

2009: ICDE'09

2008: ER'08, DASFAA'08, PAKDD'08, ADBIS'08, PRICAI'08, NDBC'08, CCML'08, ICEIS'08, ICADL'08

  • Previous Conferences

2007: ER'07, DASFAA'07, PAKDD'07, ICADL'07, ICEIS'07, NDBC'07 

2006: ER'06, PAKDD'06, DASFAA'06, PRICAI'06, ICEIS'06, WAIM'06, ADMA'06, RSKT'06, INPS'06, NDBC'06, CCML'06, ICDM'06 DMB Workshop

2005: ER'05, IEEE P2P'05, APWeb'05, ICEIS'05, CIT'05, CoMoGIS'05, NDBC'05, NCIRCS'05, CSCA'05  

2004: ER'04, IEEE P2P'04, WAIM'04, APWeb'04, CoMoGIS'04, CoMoA'04, CIT'04, NDBC'04, NCIRCS'04

2003: WAIM'03, NDBC'03

2002: WISE'02

      

       Registration Chair: 

       ACM SIGMOD 2007, Beijing, China

       

       PC Co-chair: 

       FSKD 2007, Haikou, China

       FSKD 2008, Ji'nan, China8, Ji'nan, China

 

       Workshop Chair: 

       BioDM'07, Nanjing, China (in conjunction with PAKDD'07)

       P2PSearch'07, Jeju Island, Korea (in conjunction with FGCN'07)

       P2PSearch'08, Haikou, Hainan Island, China (in conjunction with FGCN'07)

 

       Publicity Co-Chair: 

       1st International Conference on Knowledge Science, Engineering and Management (KSEM'06), 2006, Guilin, China

       

       Local Arrangements & Publication Chair: 

       23rd International Conference on Conceptual Modeling (ER'04), 2004, Shanghai, China

 

       Organizing Chair: 

       2004 China Conference on Machine Learning (CCML'04), 2004,Shanghai, China

 

       Journal Associate Editor:

          International Journal of Data Mining and Bioinformatics

 

       Journal reviewer:

IEEE Trans. on SMC-B

Knowledge-based Systems

Journal of Computer Science and Technology (co-published with Springer)

Chinese Journal of Computer (in Chinese)

Chinese Journal of Electronics (Chinese/English)