@article{mtaamergethenadaptframeworkforpersonaliz, title = {MTA: A Merge-then-Adapt Framework for Personalized Large Language Model}, author = {Xiaopeng Li and Yuanjin Zheng and Wanyu Wang and wenlin zhang and Pengyue Jia and Yiqi Wang and Maolin Wang and Xuetao Wei and Xiangyu Zhao}, year = {2025}, eprint = {2511.20072}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.20072}, }