@inproceedings{liao-etal-2026-retrieval, title = "From Retrieval to Reconstruction: Constructing Evolvable Cognitive Memory for Long-term Dialogue", author = "Liao, Zirui and Wu, ZhengXian and Chen, Zhuohong and Yu, Yunyao and Liu, Xiaoyu and Xu, Yifan and Wang, Haoqian", 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.1014/", pages = "23325--23345", ISBN = "979-8-89176-459-0" }