An Information Theory-inspired Strategy for Automatic Network Pruning. - Xiawu Zheng; Yuexiao Ma; Teng Xi; Gang Zhang; Errui Ding; Yuchao Li; Jie Chen 001; Yonghong Tian 001; Rongrong Ji (CoRR, 2021)

OMPQ: Orthogonal Mixed Precision Quantization. - Yuexiao Ma; Taisong Jin; Xiawu Zheng; Yan Wang 059; Huixia Li; Guannan Jiang; Wei Zhang 217; Rongrong Ji (CoRR, 2021)

OMPQ: Orthogonal Mixed Precision Quantization. - Yuexiao Ma; Taisong Jin; Xiawu Zheng; Yan Wang 059; Huixia Li; Yongjian Wu 001; Guannan Jiang; Wei Zhang 217; Rongrong Ji (AAAI, 2023)

Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective. - Yuexiao Ma; Huixia Li; Xiawu Zheng; Xuefeng Xiao 001; Rui Wang 089; Shilei Wen; Xin Pan; Fei Chao 001; Rongrong Ji (CVPR, 2023)

AffineQuant: Affine Transformation Quantization for Large Language Models. - Yuexiao Ma; Huixia Li; Xiawu Zheng; Feng Ling; Xuefeng Xiao 001; Rui Wang 089; Shilei Wen; Fei Chao 001; Rongrong Ji (ICLR, 2024)

Outlier-aware Slicing for Post-Training Quantization in Vision Transformer. - Yuexiao Ma; Huixia Li; Xiawu Zheng; Feng Ling; Xuefeng Xiao 001; Rui Wang 089; Shilei Wen; Fei Chao 001; Rongrong Ji (ICML, 2024)

Automated Fine-Grained Mixture-of-Experts Quantization. - Zhanhao Xie; Yuexiao Ma; Xiawu Zheng; Fei Chao 001; Wanchen Sui; Yong Li; Shen Li; Rongrong Ji (ACL (Findings), 2025)

An Information Theory-Inspired Strategy for Automated Network Pruning. - Xiawu Zheng; Yuexiao Ma; Teng Xi; Gang Zhang; Errui Ding; Yuchao Li; Jie Chen 001; Yonghong Tian 001; Rongrong Ji (Int. J. Comput. Vis., 2025)