个人简介/About Me
Shuigeng Zhou is a full professor (since 2003) at the School of Computer Science, Fudan University. He leads the research group of Advanced Data and Machine Intelligence Systems (ADMIS). He was the director (Sept. 2018 – May 2024) and vice-director (2004 to Aug. 2018) of Shanghai Key Lab of Intelligent Information Processing (SKLIIP), Fudan University. He 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. In May 2008, the CSE Department was merged into the School of Computer Science, Fudan University.
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.
研究方向/Research Interests
- Artificial Intelligence
- Deep learning and application including text recognition, video processing, 3D modeling, and biomedical image processing etc.
- Large models and applications (especially large vision and language models, large graph models)
- 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
- Portfolio strategies and algorithms
- Optimal trade execution
- Fraud detection
更多详细信息请访问/For more detailed information, please visit: https://admis.fudan.edu.cn/sgzhou/。
代表性论文/Publications
Search for 周水庚 (Shuigeng Zhou)'s publications on the Publications page