@inproceedings{lin-etal-2026-efficient-diffusion,
    title = "Efficient Diffusion Language Models: A Comprehensive Survey",
    author = "Lin, Haokun  and
      Jia, Xinle  and
      Liu, Shaozhen  and
      Xia, Shujun  and
      Huang, Weitao  and
      Xu, Haobo  and
      LI, Junyang  and
      Xiao, Yicheng  and
      Xing, Xingrun  and
      Guo, Ziyu  and
      Zhang, Renrui  and
      Li, Qi  and
      Wu, Yichen  and
      Wang, Renzhen  and
      Qi, Xiaojuan  and
      Meng, Deyu  and
      Shan, Caifeng  and
      Li, Hongsheng  and
      Sun, Zhenan",
    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.1074/",
    pages = "22711--22727",
    ISBN = "979-8-89176-462-0"
}