@inproceedings{wang-etal-2026-tikmix,
    title = "{T}i{KM}i{X}: Efficient Semi-Dynamic Data Mixture via Data Influence for {LLM} Pre-training",
    author = "Wang, Yifan  and
      Binbinliu  and
      Liu, Fengze  and
      Guo, Yuanfan  and
      Deng, Jiyao  and
      Wu, Xuecheng  and
      Zhou, Weidong  and
      Zhou, Xiaohuan  and
      Wang, Taifeng",
    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.261/",
    pages = "5777--5793",
    ISBN = "979-8-89176-390-6"
}