@inproceedings{tong-etal-2026-static, title = "From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models", author = "Tong, Junlong and Wang, Zilong and Ren, YuJie and Yin, Peiran and Wu, Hao and Zhang, Wei and Shen, Xiaoyu", 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.498/", pages = "10237--10263", ISBN = "979-8-89176-395-1" }