Conference Publications

2025

1. X-MoE: Enabling Scalable Training for Emerging Mixture-of-Experts Architectures on HPC Platforms. Yueming Yuan, Ahan Gupta, Jianping Li, Sajal Dash, Feiyi Wang, Minjia Zhang.
   SC ‘2025 (Accepatance: 21.5%).
   Best Student Paper Nomination
   

   
   

   
   

2. MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators. [pdf]
   Beichen Huang*, Yueming Yuan*, Zelei Shao*, Minjia Zhang (*Equal contribution).
   MLSys ‘2025 (Accepatance: 22%).

   
   

   
   

3. SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention. [pdf]
   Ahan Gupta, Yueming Yuan, Devansh Jain, Yuhao Ge, David Aponte, Yanqi Zhou, Charith Mendis.
   OOPSLA ‘2025.