@inproceedings{hwang-diao-2026-amu, title = "{AMU}: Admission and Memory Update for Personalized Conversations {---}Structured Memory with {SLM} Guided Control", author = "Hwang, Tao and Diao, Yishi", editor = "Er-Rahmadi, Btissam and Montella, S{\'e}bastien and Graux, Damien and Melo, Andr{\'e} and Jabeen, Hajira", booktitle = "Proceedings of the 3rd Workshop on {KNO}wledge {GR}aphs Agentic Systems Interplay ({NORA} 2026)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.nora-1.1/", pages = "1--14", ISBN = "979-8-89176-457-6" }