@article{beyondllmbasedreasoninglightweightgnnsfo,
  title = {Beyond LLM-Based Reasoning: Lightweight GNNs for Agent Failure Attribution},
  author = {Ting-Wei Li and Yuanchen Bei and Xiao Lin and Hanghang Tong},
  year = {2026},
  eprint = {2608.18575},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.18575},
}