@inproceedings{liu-etal-2026-h, title = "{H}-{MAS}: Hierarchical Multi-Agent Scheduling for Multi-Tenant {LLM} Serving", author = "Liu, Yuhan and Xu, Cong and Jia, Qi and Wang, Yihua and Chen, Feiyu and Jin, Liang and Liu, Lu and Zhao, Yaqian and Ding, Yuting and Li, Xiang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1946/", pages = "39051--39071", ISBN = "979-8-89176-395-1" }