@inproceedings{deng-etal-2026-unique,
    title = "{UNIQUE}: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training",
    author = "Deng, Keqi  and
      Ling, Shaoshi  and
      Fan, Ruchao  and
      Li, Jinyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1774/",
    pages = "40428--40440",
    ISBN = "979-8-89176-459-0"
}