@inproceedings{liu-etal-2026-dmhm,
    title = "{DMHM}: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for {LLM}s-generated Text Detection",
    author = "Liu, Tianle  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Liu, Tianlun  and
      Huang, Jingyuan  and
      Zhang, Zhaoning  and
      Shao, Chengcheng  and
      Li, Dongsheng",
    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.180/",
    pages = "3906--3929",
    ISBN = "979-8-89176-390-6"
}