@article{finetuneoncedecouplinggeneraldomainlearn, title = {Finetune Once: Decoupling General & Domain Learning with Dynamic Boosted Annealing}, author = {Yang Tang and Ruijie Liu and Yifan Wang and Shiyu Li and Xi Chen}, year = {2025}, eprint = {2509.26242}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.26242}, }