@inproceedings{tan-etal-2026-grzo, title = "{GRZO}: Group-Relative Zeroth-Order Optimization for Large Language Model Fine-Tuning", author = "Tan, Liyan and Zhao, Yequan and Yang, Yifan and Zhang, Ruijie and Yu, Xinling and Zhang, Zheng", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1711/", pages = "36551--36581", ISBN = "979-8-89176-462-0" }