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Home - Yueming Yuan
Welcome!
š About me
Iām Yueming Yuan (č¢ę¦č), a second year CS PhD student at UIUC.
I have a broad interest in accurate and efficient techniques for LLM/VLM training, inference and reasoning.
āØ Research
I mainly worked on algorithm-system co-design for efficient LLM training/inference, for example:
- (1) Large-scale MoE pretraining, parallelism (~1k GPUs scale) [SC 2025, Best Student Paper]
- (2) MoE quantization, inference efficiency [MLSys 2025]
- (3) Efficient computation & code-generation for sparse attention. [OOPSLA 2025]
ā ā
About
Yueming Yuan
"Pinaster"
Contact
Email
WeChat ID: _Pinaster
Coordinates
University of Illinois Urbana-Champaign
Urbana, IL 61801
© 2025 Yueming Yuan