Published multiple papers, such as 'Optimizing Latency for Caching with Delayed Hits in Non-Stationary Environment', 'Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme', 'TreeKV: Smooth Key-Value Cache Compression with Tree Structures', etc.
Research Experience
Currently an Associate Professor (tenured) at John Hopcroft Center for Computer Science, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University.
Education
Ph.D. in Computer Science from University of Massachusetts Amherst in 2015 (Advisor: Prof. Don Towsley); M.S. in Applied Mathematics from University of Massachusetts Amherst in 2012; M.S. in Electrical and Computer Engineering from University of Massachusetts Amherst in 2008; B.Eng. in Electronic Engineering from Tsinghua University in 2006.
Background
Research interests: All aspects of the intersection of AI, networks, and systems, including theoretical modeling and analysis, performance evaluation and optimization, algorithm design, and system implementation. Current research interests include distributed learning systems, efficient training and inference of LLMs, deep learning theory, etc.
Miscellany
Constantly looking for highly motivated students to work together on problems in but not limited to the aforementioned areas. Please email with your CV and transcripts if you are interested. Students at both undergraduate and graduate levels are welcome!