@inproceedings{sun-etal-2026-preference, title = "Preference-Aware Memory Update for Long-Term {LLM} Agents", author = "Sun, Haoran and Zhang, Zekun and Zeng, Shaoning", 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.38/", pages = "783--793", ISBN = "979-8-89176-395-1" }