@inproceedings{chen-etal-2026-past,
    title = "The Past Is Prologue: A Plug-in Controller for Selective Updates in Sequentially Evolving {LLM} Memory",
    author = "Chen, Zihan  and
      Dong, Songwei  and
      Shi, Chengshuai  and
      Wang, Peng  and
      Wang, Song  and
      Shen, Cong  and
      Li, Jundong",
    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.677/",
    pages = "15604--15620",
    ISBN = "979-8-89176-459-0"
}