Scholar
Shuigeng Zhou
Google Scholar ID: yAE-Av4AAAAJ
Fudan University
Citations & Impact
Citations
7,727
H-index
38
i10-index
182
Publications
20
Co-authors
64
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- - Publication: Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method (Proceedings of ACM MM 2022)
- - Publication: C3-STISR: Scene Text Image Super-resolution with Triple Clues (Proceedings of IJCAI 2022)
- - Publication: DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples (Proceedings of NeurIPS 2021)
- - Publication: FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction (Bioinformatics 2021)
- - Publication: Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance (Proceedings of AAAI 2020)
- - Publication: CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation (Proceedings of SIGMOD 2019)
- - Publication: Single-cell Trajectories Reconstruction, Exploration and Mapping of omics data with STREAM
Research Experience
- - Engineer at Shanghai Academy of Spaceflight Technology (April 1991 to August 1997)
- - Post-doctoral researcher at Wuhan University (August 2000 to August 2002)
- - Full Professor at Fudan University (since 2003)
- - Leader of the Advanced Data and Machine Intelligence Systems (ADMIS) research group
- - Director of Shanghai Key Lab of Intelligent Information Processing (2018 September to 2024 May)
- - Vice-director of Shanghai Key Lab of Intelligent Information Processing (2004 to 2018 August)
- - Vice Chairman (in charge of research affairs) of the Department of Computer Science and Engineering (CSE), Fudan University (January 2005 to May 2008)
Education
- - Bachelor's Degree: Huazhong University of Science and Technology (HUST), July 1988
- - Master's Degree: University of Electronic Science and Technology of China (UESTC), March 1991
- - PhD: Fudan University, July 2000
- - Advisor information not provided
Background
- - Research Interests: Artificial Intelligence, Deep learning and application (including text recognition, video processing, 3D modeling, and biomedical image processing, etc.), Large models and applications, Causality inference algorithms, Safe AI (including privacy-preserving face recognition, federated learning), Bioinformatics, AI-based drug design and discovery, Biological and medical large models, Single-cell sequencing data analysis, Omics (especially proteomics) data analysis, Data management and big data analytics, Subgraph query processing, Privacy preservation, Financial informatics
- - Professional Field: Computer Science
- - Brief Introduction: Full Professor at the School of Computer Science, Fudan University, since 2003. Leads the Advanced Data and Machine Intelligence Systems (ADMIS) research group. Served as the director (Sept. 2018 – May 2024) and vice-director (2004 to Aug. 2018) of Shanghai Key Lab of Intelligent Information Processing (SKLIIP), Fudan University. Held the post of Vice Chairman (in charge of research affairs) of the Department of Computer Science and Engineering (CSE), Fudan University, from January 2005 to May 2008.
