Yin, Penghang

4 publications

TMLR 2025 CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization Yanxia Deng, Aozhong Zhang, Selcuk Gurses, Naigang Wang, Zi Yang, Penghang Yin

NeurIPS 2024 MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization Aozhong Zhang, Naigang Wang, Yanxia Deng, Xin Li, Zi Yang, Penghang Yin

AAAI 2019 Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms Tao Sun, Penghang Yin, Dongsheng Li, Chun Huang, Lei Guan, Hao Jiang

ICLR 2019 Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets Penghang Yin, Jiancheng Lyu, Shuai Zhang, Stanley Osher, Yingyong Qi, Jack Xin