@inproceedings{xu-etal-2026-tshmem, title = "{TSHM}em: A Temporal-Semantic Hierarchical Memory Graph for Long-Term Conversational Agents", author = "Xu, Feiyang and Yu, Wenhao and Xiang, Li and Dai, Quanyu and King, Irwin", 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.1034/", pages = "23747--23766", ISBN = "979-8-89176-459-0" }