@inproceedings{yao-etal-2024-layer,
    title = "Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language Models",
    author = "Yao, Kai  and
      Gao, Penglei  and
      Li, Lichun  and
      Zhao, Yuan  and
      Wang, Xiaofeng  and
      Wang, Wei  and
      Zhu, Jianke",
    editor = "Al-Onaizan, Yaser  and
      Bansal, Mohit  and
      Chen, Yun-Nung",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024",
    month = nov,
    year = "2024",
    address = "Miami, Florida, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/Add-Cong-Liu-Florida-Atlantic-University-author-id/2024.findings-emnlp.109/",
    doi = "10.18653/v1/2024.findings-emnlp.109",
    pages = "1977--1992"
}