@inproceedings{xiao-etal-2026-routerhgc, title = "{R}outer{HGC}: Optimized Router for {LLM}-based Multi-Agent Systems via Heterogeneous Graph Contrastive Learning", author = "Xiao, Yitao and Guo, Shaoyong and Yang, Guoming and Wang, Qingnan and Ren, Yinlin and Qiu, Xuesong and Feng, Qi", 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.1589/", pages = "31759--31789", ISBN = "979-8-89176-395-1" }