Yue Guan
Scholar

Yue Guan

Google Scholar ID: OaXXL50AAAAJ
University of California, San Diego
Model CompressionML System
Citations & Impact
All-time
Citations
290
 
H-index
8
 
i10-index
6
 
Publications
17
 
Co-authors
4
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Publications: 'Proton' accepted by CGO26; 'Yggdrasil' and 'KVFlow' accepted by NeurIPS25; 'Mercury' accepted by SOSP25.
Research Experience
  • Research Intern at Nvidia, 2023.09-2023.12; Research Intern at Qizhi Institute, 2022.08-2023.08; Intern at Nvidia, 2020.06-2020.10.
Education
  • Ph.D. in Computer Science from Shanghai Jiao Tong University, supervised by Prof. Jingwen Leng, 2019.09-2024.09; M.E. in Integrated Systems from Waseda University, 2017.09-2019.06; B.S. in Computer Science (IEEE Honor Class) from Shanghai Jiao Tong University, 2014.09-2018.09.
Background
  • Currently a postdoc at the University of California, San Diego, focusing on improving the efficiency of machine learning systems through algorithm, architecture, and their co-design.
Miscellany
  • Super baseball fan. Supports the Hawks and Padres. Enjoys doing some sabermetrics with ML and LLM. Happy to chat about these little projects.