@inproceedings{liang-etal-2026-puzzles, title = "Puzzles to Paradigms: A Survey of Human{--}Agent Collaboration in Scientific Innovation", author = "Liang, Zhenni and Zhang, Haoxuan and Chen, Haihua and Xiao, Ting and Ding, Junhua and Zhang, Yang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1645/", pages = "35017--35041", ISBN = "979-8-89176-462-0" }