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Shuigeng Zhou - 周水庚(PhD, Fudan) |
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Professor
School of Computer Science Fudan University, 220 Handan
Road, Tel:
+86-21-55664298/65654504
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| General Information (简介) | |||
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Shuigeng Zhou received his Bachelor Degree of Engineering from Huazhong University of Science and Technology (HUST) in July 1988, his Master Degree of Engineering from University of Electronic Science and Technology of China (UESTC) in March 1991, and his PhD of Computer Science 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 the Executive Vice Director (since 2005) of Shanghai Key Lab of Intelligent Information Processing, Fudan University. He also heads the research group of Advanced Data Management and Information Systems (ADMIS). He was the Vice Chairman (in charge of research affairs) of Department of Computer Science and Engineering, Fudan University, from January 2005 to May 2008. The CSE Department was merged into the School of Computer Science, Fudan University in May 2008.
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 and information retrieval are favored. Her/his duty covers innovative research and development of XML management techniques and tools. Applicants are welcome to contact Shuigeng Zhou via his email.
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| Research Funding (研究课题) |
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Current Research Funding
Previous Research Funding
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| For information of
other research projects, click here.
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| Publications (论文发表) |
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2009 1. Lin Zhu, Yufei Tao, and Shuigeng Zhou. Distributed Skyline Retrieval with Low Bandwidth Consumption. IEEE Transactions on Data and Knowledge Engineering, 21(3): 321-334, 2009. 2.
Yuzhe Tang, Shuigeng
Zhou, and Jianliang Xu. LIGHT:
A Query-Efficient yet Low-Maintenance Indexing Scheme over DHTs.
IEEE
Transactions on Knowledge and Data Engineering, 2009 (in press) 3.
Yufei Tao, Hekang Chen, Xiaokui Xiao, Shuigeng
Zhou, and Donghui Zhang. ANGEL: enhancing the utility of
generalization for privacy preserving publication. IEEE
Transactions on Knowledge and Data Engineering, 2009 (in press) 4.
Zhongzhi Zhang, Shuigeng
Zhou, Tao Zou, Lichao Chen, Jihong Guan. Different thresholds of
bond percolation in scale-free networks with identical degree sequence. Physical
Review E, 2009. (in press) 5.
Zhongzhi Zhang,
Yi
Qi, Shuigeng Zhou,
Wenlei
Xie and Jihong Guan. Exact
solution for mean first-passage time on a pseudofractal scale-free web,
Physical
Review E,
79, 021127, 2009. 6. Shixi Chen, Haixun Wang, Shuigeng Zhou. Conceptual clustering for evolving data. To appear in Proceedings of ICDE 2009, IEEE CS, March 2009, Shanghai, China. 7.
Yuzhe Tang, Jianliang Xu, Shuigeng
Zhou, Wang-Chien Lee, m-LigHT: Indexing
Multi-Dimensional Data over DHTs,
to appear in Proceedings of the 29th
International Conference on Distributed Computing Systems (ICDCS’09),
2009. 8. Qiwen Dong, Shuigeng Zhou, and Xuan Liu. Prediction of protein-protein interactions from primary sequences. International Journal of Data Mining and Bioifnormatics, 2009. (in press) 9.
Da Jiang, Shuigeng Zhou,
and Yi-Ping Phoebe Chen. Compensatory ability to null mutation in
metabolic networks. Biotechnology
and Bioengineering, 2009. (in press) 10.
Da Jiang, Shuigeng Zhou,
Yi-Ping Phoebe Chen. Inferring minimal feasible metabolic networks of
Escherichia coli. Applied Biochemistry and Biotechnology, 2009 (in press) 11.
Zhongzhi Zhang, Yichao Zhang, Shuigeng Zhou, Ming Yin and Jihong Guan.
Influences of Degree Inhomogeneity on Average Path Length and Random
Walks in Disassortative Scale-free Networks, Journal
of Mathematical Physics, March 2009.(in press) 12.
Jihong Guan, Yuewen Wu, Zhongzhi Zhang and Shuigeng
Zhou, A unified model for Sierpinski networks with scale-free
scaling and small-world effect, Physica
A, 2009. (in press) 13.
Zhongzhi Zhang,
Lichao Chen, Lujun Fang, Shuigeng
Zhou, Yichao Zhang and Jihong Guan. The rigorous solution for the
average distance of a Sierpinski network. Journal
of Statistical Mechanics: Theory and Experiment,
P02034, 2009. 14. Zhang Zhongzhi, Fang Lujun, Zhou Shuigeng, Guan Jihong. Effects of accelerating growth on the evolution of weighted complex networks. Physica A, 388(2-3): 225-232, 2009. 15. Qiwen Dong, Xin Geng, Shuigeng Zhou and Jihong Guan. Empirical probability function derived from dihedral angles for protein structure prediction. To appear in Proceedings of IEEE BIBE 2009, June 2009. 16.
Xuejun Liu, Shuigeng Zhou,
Guangwei Bai and Diwen Zhu. A new approach to high-dimensional In-network
query processing in large-scale sensor networks. To appear in Proceedings of MDM 2009,
May 2009. 17. Shuigeng Zhou, Feng Li, Yufei Tao, and Xiaokui Xiao, Privacy preservation techniques for database applications: A survey, Accepted by Chinese Journal of Computers, 2009. (in Chinese) 18. Yuhui Tao, Shuigeng Zhou, and Jihong Guan, A new text summarization approach based on textual units association networks, Accepted by Pattern Recognition and Artificial Intelligence, 2009. (in Chinese)
2008 1.
Bin Xiao, Hekeng Chen, and
Shuigeng Zhou. Distributed
Localization Using a Moving Beacon in Wireless Sensor Networks. IEEE Transactions on Parallel and Distributed
Systems. 19(5):
587-600, 2008. 2. 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. 3. Yuzhe Tang and Shuigeng Zhou. LHT: A Low-Maintenance Indexing Scheme over DHT. In Proceedings of the 28th International Conference on Distributed Computing Systems (ICDCS’08), Beijing, June 2008. 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, Shuigeng Zhou, and Yan Chen. An Effective GML Documents Compressor. IEICE Transactions on Information and Systems, Vol.E91-D, No.7, pp.1982-1990, Jul. 2008. 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, 44(4):1397–1409, 2008. 10. Zhongzhi Zhang, Shuigeng Zhou, Yi Qi, and Jihong Guan. Topologies and Laplacian spectra of a deterministic uniform recursive tree. European Physical Journal B 63, 507–513, 2008. 11. Zhongzhi Zhang, Shuigeng Zhou, Lichao Chen, and Jihong Guan. Transition from fractal to non-fractal scalings in growing scale-free networks. European Physical Journal B 64, 277–283 , 2008. 12. Zhongzhi Zhang, Shuigeng Zhou, Zhan Su, Tao Zou, and Jihong Guan. Random Sierpinski network with scale-free small world and modular structure. European Physical Journal B 65, 141–147, 2008. 13. Jian Tang, Shuigeng Zhou, Feng Li and Jiang Kai. Reinforcing Mutual Information-based Strategy for Feature Selection for Microarray Data, Proceedings of BioKDD 2008, page 53-60, 2008. 14 15. Zhaochuan Yu, Shuigeng Zhou, Bin Xiao. Adaptive information brokerage in wireless sensor networks, Journal of Software,19(1):103-115, 2008. (in Chinese) 16. Zhaochun Yu, Shuigeng Zhou and Jihong Guan. Data storage and acess in wireless sensor networks: A survey, Chinese Journal of Electronics, 36(4): 2001-2010, 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), 14(S7): 18-22, 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
Computers, 30(3): 405-414, 2007. (in Chinese) 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.
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| Books/Proceedings (编著/文集) |
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| Journal Special Issues (特刊编辑) |
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| Achievements and Awards (科研奖励) |
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| Patents (专利) |
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| Teaching (教学) |
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| Supervising (指导学生) |
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| Professional Services and Activities (学术服务与活动) |
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PC member:
2009: ICDE'09, ADBIS'09, MDM'09, APWeb-WAIM'09, BIS'09, ICEIS'09, DBRank'09, IJCBS'09, ADMA'09 2008: ER'08, DASFAA'08, PAKDD'08, ADBIS'08, PRICAI'08, NDBC'08, CCML'08, ICEIS'08, ICADL'08, ICMLA'08
2007: ER'07, DASFAA'07, PAKDD'07, ICADL'07, ICEIS'07, NDBC'07 2006: ER'06 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) Journal of Software (Chinese/ English) Journal of Communication (in Chinese) Journal of Computer Research & Development (in Chinese) Pattern Recognition & Artificial Intelligence (in Chinese) Journal of Chinese Information Processing (in Chinese)
Proposal reviewer: National Natural Science Foundation of China Science Foundation Ireland (SFI) (2004)
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| Misc (其它) |
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