@article{loradadataawareinitializationforlowranka, title = {LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis}, author = {Qingyue Zhang and Chang Chu and Tianren Peng and Qi Li and Xiangyang Luo and Zhihao Jiang and Shao-Lun Huang}, year = {2025}, eprint = {2510.24561}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.24561}, }