@inproceedings{chen-etal-2026-fedsubmuon, title = "{F}ed{S}ub{M}uon: Communication-Efficient Federated {LLM} Fine-Tuning via Structured Subspace Muon", author = "Chen, Shaolong and Tao, Youming and Chen, Shuzhen and Dressler, Falko and Ye, Qingqing and Wang, Di", 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.990/", pages = "20908--20922", ISBN = "979-8-89176-462-0" }