@inproceedings{gao-etal-2025-mobizo, title = "{M}obi{ZO}: Enabling Efficient {LLM} Fine-Tuning at the Edge via Inference Engines", author = "Gao, Lei and Ziashahabi, Amir and Niu, Yue and Avestimehr, Salman and Annavaram, Murali", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1022/", pages = "20217--20234", ISBN = "979-8-89176-332-6" }