@article{trptstaskrelevantparameterandtokenselect, title = {TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning}, author = {Siqi Luo and Haoran Yang and Yi Xin and Mingyang Yi and Guangyang Wu and Guangtao Zhai and Xiaohong Liu}, year = {2025}, eprint = {2507.22872}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.22872}, }