@inproceedings{liao-wang-2026-training, title = "No Training, No Architecture Change: Per-Cell Warm-Up Calibration for {LLM} Agent Memory", author = "Liao, Wenwen and Wang, Yuansong", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1957/", pages = "44556--44575", ISBN = "979-8-89176-459-0" }