Regular biography
Dr. Shou Lidan is a faculty member in the Department of Computer Science at Zhejiang University. Their research interests and academic profile are detailed on their personal homepage. Dr. Shou holds the title of professor and serves as a doctoral supervisor. They are affiliated with the College of Computer Science and Technology and can be contacted via email at ldshou(at)gmail.com and should(at)zju.edu.cn.
Scholar-generated biography
Lidan Shou is a Professor of Computer Science at Zhejiang University, specializing in Database, Data & Knowledge Management, and ML Systems. Their research focuses on advancing data processing techniques for large-scale systems, including methods for efficient model inference, privacy-preserving data handling, and knowledge extraction from complex data sources. Key contributions include work on lossless large language model acceleration, federated learning for continual learning, and tools for generating indoor mobility data. Their publications explore topics such as semantic trajectory analysis, time-series anonymization, and multi-modal embedding learning for fashion analysis. Shou's work emphasizes scalable and secure data management solutions for modern computing environments.