@inproceedings{li-etal-2026-towards-efficient,
    title = "Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising",
    author = "Li, Fan  and
      Gu, Yu  and
      Wang, Zhigang  and
      Leng, Fangling  and
      Liu, Zhenghao  and
      Yu, Ge",
    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.819/",
    pages = "17988--18002",
    ISBN = "979-8-89176-390-6"
}