@inproceedings{liu-etal-2026-saliency,
    title = "From Saliency to Discriminability: Rank-Preserving Visual Token Pruning for {VLM} Rerankers",
    author = "Liu, Siyi  and
      Yang, Hanjun  and
      Zhang, Chenchen  and
      Zhu, Xiaorong  and
      Zuo, Xinyu  and
      Duan, Lisheng  and
      Liang, Haijin  and
      Ma, Jin  and
      Pu, Junfu  and
      Zhang, Yongqi",
    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.1936/",
    pages = "44052--44071",
    ISBN = "979-8-89176-459-0"
}