@inproceedings{zou-etal-2026-llm, title = "{LLM}-Based Human-Agent Collaboration and Interaction Systems: A Survey", author = "Zou, Henry Peng and Huang, Wei-Chieh and Wu, Yaozu and Guo, Jizhou and Chen, Yankai and Miao, Chunyu and Nguyen, Hoang H and Zhou, Yue and Zhang, Weizhi and Fang, Liancheng and Zhang, Hanrong and Wang, Fangxin and Zhang, Pengfei and He, Langzhou and Li, Yangning and Li, Dongyuan and Jiang, Renhe and Yu, Philip S.", 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.1811/", pages = "36335--36364", ISBN = "979-8-89176-395-1" }