@inproceedings{hui-etal-2026-privacy, title = "Privacy-R1: Privacy-Aware Multi-{LLM} Agent Collaboration via Reinforcement Learning", author = "Hui, Zheng and Dong, Yijiang River and Sivapiromrat, Sanhanat and Shareghi, Ehsan and Collier, Nigel", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2130/", pages = "45924--45937", ISBN = "979-8-89176-390-6" }