@inproceedings{huang-etal-2026-apb,
    title = "{APB}-{V}: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention",
    author = "Huang, Yuxiang  and
      Li, Mingye  and
      Han, Xu  and
      Xiao, Chaojun  and
      Zhao, Weilin  and
      Sun, Ao  and
      Yuan, Ziqi  and
      Zhou, Hao  and
      Meng, Fandong  and
      Liu, Zhiyuan",
    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.90/",
    pages = "2010--2025",
    ISBN = "979-8-89176-390-6"
}