@inproceedings{tan-etal-2026-instant,
    title = "Instant Personalized Large Language Model Adaptation via Hypernetwork",
    author = "Tan, Zhaoxuan  and
      Zhang, Zixuan  and
      Wen, Haoyang  and
      Li, Zheng  and
      Zhang, Rongzhi  and
      Chen, Pei  and
      Mo, Fengran  and
      Liu, Zheyuan  and
      Zeng, Qingkai  and
      Yin, Qingyu  and
      Jiang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1081/",
    pages = "23557--23580",
    ISBN = "979-8-89176-390-6"
}