@inproceedings{gan-etal-2026-denoising,
    title = "Denoising the Future: Context-Aware Spectral Diffusion for Temporal Knowledge Graph Extrapolation",
    author = "Gan, Yanglei  and
      He, Peng  and
      Lin, Run  and
      Jiang, Peiyuan  and
      Wang, Yifan  and
      Liu, Qiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2060/",
    pages = "46895--46913",
    ISBN = "979-8-89176-459-0"
}