@inproceedings{tang-etal-2026-memory, title = "From Memory to Skills: Evidence-Grounded Governance for Long-Horizon {LLM} Agents", author = "Tang, Bo and Zhang, Yang and Zhuang, Guomian and Wei, Wenqiang and Zheng, Gaoyang and Xie, Lindong and Tan, Yanchao and Xiong, Feiyu and Yang, Qingyu and Chung, Edward and li, Zhiyu", 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.1637/", pages = "34826--34847", ISBN = "979-8-89176-462-0" }