@inproceedings{shen-etal-2026-improving,
    title = "Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration",
    author = "Shen, Jucheng  and
      Sarkar, Gaurav  and
      Ro, Yeonju  and
      Sridhar, Sharath Nittur  and
      Wang, Zhangyang  and
      Akella, Aditya  and
      Kundu, Souvik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.478/",
    pages = "9826--9837",
    ISBN = "979-8-89176-395-1"
}