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Jianping Li

jli199 [at] illinois.edu


About Me

I am a CS graudate student at UIUC. I am fortunate to work with Minjia Zhang at UIUC.

My research interests lie in Machine Learning System, Distributed System. Specially, I am excited about how to make ML/DL applications efficient on a large-scale, distributed heterogeneous system. I find it is a lot of fun to optimize it from both system/hardware side and algorithm side.

Education

University of Illinois Urbana-Champaign
M.S. Computer Science
2024 - Present

University of Pennsylvania
M.S. Robotics
2022 - 2024

ShanghaiTech University
B.E. Computer Science
2018 - 2022

Experience

Trade Terminal
Software Engineer Intern
December 2023 - January 2024

DiDi
Software Engineer Intern
June 2023 - September 2023

Publications

  1. MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache
    Akshat Sharma, Hangliang Ding, Jianping Li, Neel Dani, Minjia Zhang
    Arxiv Available