Yuexiao Ma

1. AffineQuant: Affine Transformation Quantization for Large Language Models
   2024/03/19 by Yuexiao Ma, Huixia Li, Ma, Yuexiao +14 · 14 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
2. OMPQ: Orthogonal Mixed Precision Quantization
   2021/09/16 by Yuexiao Ma, Taisong Jin, Ma, Yuexiao +13 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. An Information Theory-inspired Strategy for Automatic Network Pruning
   2021/08/19 by Xiawu Zheng, Zheng, Xiawu, Yuexiao Ma +15 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques
4. Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective
   2023/03/21 by Yuexiao Ma, Ma, Yuexiao, Huixia Li +15 · 1 citation
   Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
5. Isolated Singularities of Solutions to the Yamabe Equation with boundary in Dimension 3 and 4
   2026/07/18 by Yuxuan Liao, Yuexiao Ma
   #math.AP
6. OmniScope: Modality-Decoupled Token Compression for Omnimodal Large Language Models
   2026/07/28 by Jinsen Su, Yongdong Luo, Yuexiao Ma +3
   #cs.CV