@inproceedings{tian-etal-2026-grass,
    title = "{GRASS}: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning",
    author = "Tian, Kaiyuan  and
      Qiao, Linbo  and
      Tang, Yu  and
      Jiang, Gongqingjian  and
      Liu, Baihui  and
      Gao, Yifu  and
      Su, Xialin  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.475/",
    pages = "9777--9790",
    ISBN = "979-8-89176-395-1"
}