@inproceedings{cheng-etal-2026-tame, title = "{TAME}: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking", author = "Cheng, Yu and Hu, Yongkang and Zhou, Jiuan and Zhang, Yushuo and Chen, Yihang and Zhou, Huichi and Chen, Mingang and Zhang, Zhizhong and Shao, Kun and Xie, Yuan and Yin, Zhaoxia", 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.2100/", pages = "47800--47818", ISBN = "979-8-89176-459-0" }