Hongseung Yu
M.S. student at Seoul National University
I am Hongseung Yu, a M.S. candidate in Electrical and Computer Engineering (ECE) at Seoul National University, advised by Prof. Kyunghan Lee.
My research focuses on hardware- and environment-aware systems for machine learning inference, particularly for LLMs on resource-constrained devices. Recently, I have been working on systems for AI agent workloads/programs.
Publications
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TBD
Hongseung Yu, Minsung Kim, Jongseok Park, Kyunghan Lee
Under Review at ACM MobiCom 2026
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BVSR: BitVector-Sum Representation for Distribution-Aware LLM Weight Quantization
Wonjun Bang, Jongseok Park, Hongseung Yu, Sanghyun Han, Kyungmin Bin, Kyunghan Lee