Welcome!

About me

I’m Yueming Yuan (袁悦茗), a 1st year CS PhD student at UIUC (2024 - ).

I have a broad interest in LLM applications and interactions in the real-world. Specifically, I’m working on

• LLM agents for real-world tasks
• multi-modal understanding ability & efficiency

I’m actively looking for opportunities and collaborations in related topics. Thanks for reaching out at yy28@illinois.edu or WeChat!

Previous EXP …

Prior to this, I worked on machine learning systems in 2024-2025, including:

• (1) Large-scale MoE pretraining, parallelism (~1k GPUs scale) [Under review at SC25]
• (2) MoE quantization, inference efficiency [MLSys 2025]
• (3) Efficient computation & code-generation for sparse attention. [OOPSLA 2025]