@inproceedings{yuan-etal-2026-leaving, title = "Leaving the Past Behind: Breaking Personalization Inertia in Long-Term {LLM} Agents", author = "Yuan, Wenhao and Lin, Chenchen and Chen, Jian and Liu, Weijie and Xu, Jinfeng and Yang, Shuo and Ngai, Edith Cheuk-Han", 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.1744/", pages = "37311--37333", ISBN = "979-8-89176-462-0" }