@inproceedings{guo-etal-2026-graph,
    title = "Graph Evidence Is Not Enough: Diagnosing Native Decoder Use in Graph-Augmented {LLM}s",
    author = "Guo, Xiaoyu  and
      Chen, Pengcheng  and
      Jiong, YU  and
      Lu, Yi  and
      Wang, Yaohua  and
      Li, Ziyang",
    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.647/",
    pages = "14900--14917",
    ISBN = "979-8-89176-459-0"
}