@inproceedings{yang-etal-2026-act, title = "Act More, Decide Less: Skill-Guided Adaptive Action Chunking for Long-Horizon {LLM} Agents", author = "Yang, Yanting and Jin, Can and Zhao, Jinman and Wu, Jiahao and Zhou, Yang and Wang, Zhepeng and Wang, Zhendong and Zhou, Mu and Metaxas, Dimitris N.", 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.2051/", pages = "43646--43667", ISBN = "979-8-89176-462-0" }