@inproceedings{li-etal-2025-lorada,
    title = "{L}o{R}a{DA}: Low-Rank Direct Attention Adaptation for Efficient {LLM} Fine-tuning",
    author = "Li, Zhangming  and
      Hu, Qinghao  and
      Chen, Yiqun  and
      Wang, Peisong  and
      Zhang, Yifan  and
      Cheng, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.676/",
    doi = "10.18653/v1/2025.findings-emnlp.676",
    pages = "12638--12655",
    ISBN = "979-8-89176-335-7"
}