@inproceedings{xu-etal-2026-bit,
    title = "Bit-by-Bit: Progressive {QAT} Strategy with Outlier Channel Splitting for Stable Low-Bit {LLM}s",
    author = "Xu, Binxing  and
      Gu, Hao  and
      Li, Lujun  and
      Wang, Hao  and
      Liu, Bei  and
      Liu, Jiacheng  and
      Zhu, Qiyuan  and
      Yang, Xintong  and
      Li, Chao  and
      Han, Sirui  and
      Guo, Yike",
    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.1020/",
    pages = "22284--22299",
    ISBN = "979-8-89176-390-6"
}