Depth Exploration for LLM Decoding
Weisi Yang, Zipeng Sun, and Stephen Xia
NeurIPS, 2026
Paper
Hi, I’m Weisi! I am a 3rd-year Ph.D. candidate in Electrical and Computer Engineering at Northwestern University, advised by Prof. Stephen Xia, and a member of the IMEC Lab.
My research focuses on efficient LLM inference and ML systems. I develop algorithms and system runtimes to better utilize computing resources for faster and more efficient inference, from edge devices to datacenter-class systems, with applications spanning sensing, privacy, and security.
Previously, I earned my B.E. in Computer Science from Yingcai Honors College at the University of Electronic Science and Technology of China (UESTC). I was also fortunate to work with Shinan Liu and Prof. Nick Feamster during my research at the University of Chicago.
Weisi Yang, Zipeng Sun, and Stephen Xia
NeurIPS, 2026
Paper
Weisi Yang, Shinan Liu, Feng Xiao, Nick Feamster, and Stephen Xia
ACM IMWUT, 2026
Best Video Teaser Award
Paper · Video
B.Eng. in Computer Science
Yingcai Honors College · GPA: 3.98/4.00
I am from Chengdu, Sichuan, China, home to giant pandas 🐼 (objectively the cutest animals in the world).
I am a loyal FC Barcelona supporter. 🔵🔴