@inproceedings{zhan-etal-2026-forget,
    title = "Forget What{'}s Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning",
    author = "Zhan, Bihao  and
      Zhou, Jie  and
      Li, Junsong  and
      Yang, Yutao  and
      Chen, Shilian  and
      Pan, Qianjun  and
      Li, Xin  and
      Wu, Wen  and
      Wu, Xingjiao  and
      Chen, Qin  and
      Yan, Hang  and
      Dou, Liang  and
      He, Liang",
    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.39/",
    pages = "847--861",
    ISBN = "979-8-89176-459-0"
}