@inproceedings{fan-etal-2026-hapmoe, title = "{HAPM}o{E}: Heterogeneity-Aware Automatic Parallelism Planning for Mixture-of-Experts Models Training", author = "Fan, Mengyuan and Cong, Peizhuang and Huang, Zixiao and Xu, Si and Qiao, Tong and Li, Yanghao and Yang, Jing and Yang, Tong and Zhang, Quanlu and Wang, Yu", 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.2351/", pages = "50538--50552", ISBN = "979-8-89176-462-0" }