Huimin Cui

Full Professor, Institute of Computing Technology, Chinese Academy of Sciences

2 papers at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs

#4815 · zhicheng li, Shuoming Zhang, Jiacheng Zhao, Siqi Li, Xiyu Shi, Yangyu Zhang, Shuaijiang Li, Donglin Yu, Zheming Yang, YUAN WEN, Huimin Cui

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

IR-OptSet: An Optimization-Sensitive Dataset for Advancing LLM-Based IR Optimizer

#112 · Zi Yang, Lei Qiu, FANG LYU, Ming Zhong, Zhilei Chai, Haojie Zhou, Huimin Cui, Xiaobing Feng

We present IR-OptSet, a public LLVM IR dataset tailored for optimization-sensitive LLM training, significantly improving compiler code generation performance.