Deng, Yanxia

3 publications

ICLR 2026 DiaBlo: Diagonal Blocks Are Sufficient for Finetuning Selcuk Gurses, Aozhong Zhang, Yanxia Deng, Xun Dong, Xin Li, Naigang Wang, Penghang Yin, Zi Yang

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