Yuexiao Ma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Information Theory

Quantization Error

Affine Transformation

Top Venues

Publications

Yuexiao Ma, Huixia Li, Xiawu Zheng, Feng Ling, Xuefeng Xiao, Rui Wang, Shilei Wen, Fei Chao, Rongrong Ji
AffineQuant: Affine Transformation Quantization for Large Language Models. ICLR (2024)
Yuexiao Ma, Huixia Li, Xiawu Zheng, Feng Ling, Xuefeng Xiao, Rui Wang, Shilei Wen, Fei Chao, Rongrong Ji
AffineQuant: Affine Transformation Quantization for Large Language Models. CoRR (2024)
Yuexiao Ma, Taisong Jin, Xiawu Zheng, Yan Wang, Huixia Li, Yongjian Wu, Guannan Jiang, Wei Zhang, Rongrong Ji
OMPQ: Orthogonal Mixed Precision Quantization. AAAI (2023)
Yuexiao Ma, Huixia Li, Xiawu Zheng, Xuefeng Xiao, Rui Wang, Shilei Wen, Xin Pan, Fei Chao, Rongrong Ji
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective. CVPR (2023)
Yuexiao Ma, Huixia Li, Xiawu Zheng, Xuefeng Xiao, Rui Wang, Shilei Wen, Xin Pan, Fei Chao, Rongrong Ji
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective. CoRR (2023)
Yuexiao Ma, Taisong Jin, Xiawu Zheng, Yan Wang, Huixia Li, Guannan Jiang, Wei Zhang, Rongrong Ji
OMPQ: Orthogonal Mixed Precision Quantization. CoRR (2021)
Xiawu Zheng, Yuexiao Ma, Teng Xi, Gang Zhang, Errui Ding, Yuchao Li, Jie Chen, Yonghong Tian, Rongrong Ji
An Information Theory-inspired Strategy for Automatic Network Pruning. CoRR (2021)