@inproceedings{qin-etal-2025-federated, title = "Federated Data-Efficient Instruction Tuning for Large Language Models", author = "Qin, Zhen and Wu, Zhaomin and He, Bingsheng and Deng, Shuiguang", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.803/", pages = "15550--15568", ISBN = "979-8-89176-256-5" }