@inproceedings{shi-etal-2026-inheritance,
    title = "From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware {MLLM} Inference Acceleration",
    author = "Shi, Jiaqi  and
      Zhang, Xulong  and
      Li, Yuechan  and
      Qu, Xiaoyang  and
      Wang, Jianzong",
    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.787/",
    pages = "17328--17357",
    ISBN = "979-8-89176-390-6"
}