Xu, Zukang

1. OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
   2025/01/23 by Hu, Xing, Cheng, Yuan, Yang, Dawei +6 · 21 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization
   2025/02/01 by Yu, JiangYong, Zhou, Sifan, Yang, Dawei +7 · 8 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
   2025/01/23 by Xu, Zukang, Yue, Yuxuan, Hu, Xing +7 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
   2025/05/02 by Hu, Xing, Chen, Zhixuan, Yang, Dawei +5 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)