@inproceedings{zhai-etal-2026-membership,
    title = "Membership Inference in Fine-tuned Diffusion Language Models via Token-level Memorization Asymmetry",
    author = "Zhai, Shengfang  and
      Marchyok, Leo  and
      Shi, Yuling  and
      Chen, Huanran  and
      Dong, Yinpeng  and
      Zhang, Jiaheng  and
      Hong, Sanghyun",
    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.194/",
    pages = "4113--4130",
    ISBN = "979-8-89176-462-0"
}