@inproceedings{yu-etal-2026-weak,
    title = "Weak Ties, Strong Signals: Efficient Training Data Detection in Diffusion {LLM}s via Independent Token Sampling",
    author = "Yu, Hongyao  and
      Zhuang, Tianqu  and
      Xu, Ziyuan  and
      Fang, Hao  and
      Hong, Jiaxin  and
      Chen, Bin  and
      Xia, Shu-Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.268/",
    pages = "5631--5644",
    ISBN = "979-8-89176-462-0"
}