Shanghai Key Lab of Intelligent Information Processing
School of Computer Science
Fudan University

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Prof Zhou Shanghai Key Lab of Intelligent Information Processing
School of Computer Science
Room 502, Yifu Building, Fudan University
220 Handan Road, Shanghai 200433, China
Phone/fax: +86-21-55664298
Email: sgzhou AT fudan DOT edu DOT cn
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Shuigeng Zhou is a full professor (since 2003) at the School of Computer Science, Fudan University, the director (since Sept. 2018, vice-director from 2004 to Aug. 2018) of Shanghai Key Lab of Intelligent Information Processing, Fudan University. He also leads the research group of Advanced Data Mining and Intelligent Systems (ADMIS). He was the Vice Chairman (in charge of research affairs) of the 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.

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 Wuhan University from August 2000 to August 2002.


Research Areas

  • Artificial Intelligence
    • Deep learning (especially for text recognition, video quality enhancement, and biomedical image processing etc.)
    • Sparse representation models
    • Causality inference algorithms
    • Novelty detection
    • Safe AI issues

  • Bioinformatics
    • Omics (especially proteomics) data analysis
    • Single-cell sequencing data analysis
    • AI-based drug design and discovery
    • Genetic privacy preservation

  • Data management and big data analytics
    • Subgraph query processing
    • Privacy preservation

  • Financial informatics
    • Portfolio strategies and algorithms
    • Optimal trade execution
    • Fraud detection

Selected Publications↓

  • Combination Forecasting Reversion Strategy for Online Portfolio Selection. Dingjiang Huang, Shunchang Yu, Bin Li, Steven Hoi, Shuigeng Zhou. ACM Transactions on Intelligent Systems and Technology, 9(5): 58:1-58:22, 2018.
  • Probabilistic Time-Constrained Paths Search over Uncertain Road Networks. Wengen Li, Jihong Guan, Xiang Lian, Shuigeng Zhou and Jiannong Cao. IEEE Transactions on Service Computing, 11(2):399-414, March/April 2018.
  • BOOMER: Blending Visual Formulation and Processing of p-Homomorphic Queries on Large Networks. Yinglong Song, Huey Eng Chua, Sourav S Bhowmick, Byron Choi, Shuigeng Zhou. In: Proceedings of SIGMOD 2018, pages 927-942, June 10–15, 2018, Houston, TX, USA.
  • Edit Probability for Scene Text Recognition. Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu, Shuigeng Zhou. In: Proceedings of CVPR 2018, pp. 1508-1516, Salt Lake City, USA, June 18-22 2018.
  • Focusing Attention: Towards Accurate Text Recognition in Natural Images. Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, and Shuigeng Zhou. In: Proceedings of ICCV 2017, pages 5086-5094, 2017.
  • Diversified Temporal Subgraph Pattern Mining. Yi Yang, Da Yan, Huanhuan Wu, James Cheng, Shuigeng Zhou and John Lui. In: Proceedings of SIGKDD 2016, pages 1965-1974, 2016.
  • Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications. Longwen Gao and Shuigeng Zhou. In: Proceedings of AAAI 2015, pp. 2603-2609, 2015.
  • Cassava genome from a wild ancestor to cultivated varieties. Wenquan Wang, Binxiao Feng, Jingfa Xiao, Zhiqiang Xia, Xincheng Zhou, Pinghua Li, Weixiong Zhang, Ying Wang, Birger Møller, Peng Zhang, Ming-Cheng Luo, Gong Xiao, Jingxing Liu, Jun Yang, Songbi Chen, Pablo Rabinowicz, Xin Chen, Hong-Bin Zhang, Henan Ceballos, Qunfeng Lou, Meiling Zou, Luiz Carvalho, Changying Zeng, Jing Xia, Shixiang Sun, Yuhua Fu, Haiyan Wang, Cheng Lu, Mengbin Ruan, Shuigeng Zhou, Zhicheng Wu, Hui Liu, Rubini Kannangara, Kirsten Jørgensen, Rebecca Neale, Maya Bonde, Nanna Heinz, Wenli Zhu, Shujuan Wang, Yang Zhang, Kun Pan, Mingfu Wen, Pingan Ma, Zhengxu Li, Meizhen Hu, Wenbin Liao, Wenbin Hu, Shengkui Zhang, Jinli Pei, Anping Guo, Jianchun Guo, Jiaming Zhang, Zhengwen Zhang, Jianqiu Ye, Wenjun Ou, Yaqin Ma, Xinyue Liu, Luke Tallon, Kevin Galens, Sandra Ott, Jie Huang, Jingjing Xue, Feifei An, Qingqun Yao, Xiaojing Lu, Martin Fregene, Luis Becerra López-Lavalle, Jiajie Wu, Frank You, Meili Chen, Songnian Hu, Guojiang Wu, silin zhong, Peng Ling, Yeyuan Chen, Qinghuang Wang, Guodao Liu, Bin Liu, Kaimian Li, and Ming Peng. Nature Communications, 5:5110 doi: 10.1038/ncomms6110, October 10, 2014.
  • PredHS: a web server for predicting protein–protein interaction hot spots by using structural neighborhood properties. Lei Deng, Qiangfeng Cliff Zhang, Zhigang Chen, Yang Meng, Jihong Guan and Shuigeng Zhou. Nucleic Acids Research, 42(Webserver-Issue): 290-295, 2014.
  • A novel image registration algorithm for remote sensing under affine transformation. Zhili Song, Shuigeng Zhou, and Jihong Guan. IEEE Transactions on Geoscience and Remote Sensing, 52(8): 4895-4912, 2014.
  • Instance LevelWorst-case Query Bounds on R-trees. Yufei Tao, Yi Yang, Xiaocheng Hu, Cheng Sheng, and Shuigeng Zhou. The VLDB Journal, 23(3): 591-607, 2014.
  • Recursive Mechanism: Towards Node Differential Privacy and Unrestricted Joins. Shixi Chen and Shuigeng Zhou. In: Proceedings of SIGMOD 2013, pp. 653-664, June 22-27, 2013, New York, NY, USA.
  • Output-sensitive skyline (a.k.a.\ Maxima) algorithms in external memory. Xiaocheng Hu, Cheng Sheng, Yufei Tao, Yi Yang and Shuigeng Zhou. In: Proceedings of SODA 2013, pp. 887-900, New Orleans, USA, January 6-8, 2013.
  • Robust Median Reversion Strategy for On-Line Portfolio Selection. Dingjiang Huang, Junlong Zhou, Bin Li, Steven Hoi, Shuigeng Zhou. In: Proceedings of IJCAI 2013, August 3-9, 2013, Beijing, China.
  • Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation. Lingkun Wu, Dingxiong Deng, Xiaokui Xiao, Gao Cong, Andy Diwen Zhu, Shuigeng Zhou. PVLDB, 5(5): 406-417, 2012.
  • Novel non-linear knowledge-based mean force potentials based on machine learning. Qiwen Dong and Shuigeng Zhou. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 8(2): 211-227, 2011.
  • LIGHT: A Query-Efficient yet Low-Maintenance Indexing Scheme over DHTs. Yuzhe Tang, Shuigeng Zhou, and Jianliang Xu. IEEE Transactions on Knowledge and Data Engineering, 22(1): 59-75, 2010.
  • Distributed Skyline Retrieval with Low Bandwidth Consumption. Lin Zhu, Yufei Tao, Shuigeng Zhou. IEEE Transactions on Data and Knowledge Engineering, 21(3): 321-334, 2009.
  • Distributed Localization Using a Moving Beacon in Wireless Sensor Networks. Bin Xiao, Hekang Chen, and Shuigeng Zhou. IEEE Transactions on Parallel and Distributed Systems, 19(5): 587-600, 2008.
  • GString: A Novel Approach for Efficient Search in Graph Databases. Haoliang Jiang, Haixun Wang, Philip S. Yu, and Shuigeng Zhou. In: Proceedings of ICDE 2007, pp. 566-575, IEEE CS, 2007.

Professional Positions↓

  • Professor, School of Computer Science, Fudan University; Director, Shanghai Key Lab of Intelligent Information Processing
  • Council member and outstanding member of China Computer Federation (CCF); Chairman of CCF Task Force on Bioinformatics (CCF TFBI); Member of the CCF Technical Committee of Database (TCDB); Member of the CCF Task Force on Big Data (CCF TFBD)
  • Co-chair of IFIP WG12.8 “Intelligent Bioinformatics and Biomedical Systems”
  • Member of the Machine Learning Technical Committee, China Association of AI (CAAI)
  • Member of IEEE, ACM-SIGMOD

Email: sgzhou AT fudan DOT edu DOT cn