XInsight: Revealing Model Insights for GNNs with Flow-Based Explanations

Eli Laird, Ayesh Madushanka, Elfi Kraka, Corey Clark. XInsight: Revealing Model Insights for GNNs with Flow-Based Explanations. In Luca Longo, editor, Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part II. Volume 1902 of Communications in Computer and Information Science, pages 303-320, Springer, 2023. [doi]

@inproceedings{LairdMKC23,
  title = {XInsight: Revealing Model Insights for GNNs with Flow-Based Explanations},
  author = {Eli Laird and Ayesh Madushanka and Elfi Kraka and Corey Clark},
  year = {2023},
  doi = {10.1007/978-3-031-44067-0_16},
  url = {https://doi.org/10.1007/978-3-031-44067-0_16},
  researchr = {https://researchr.org/publication/LairdMKC23},
  cites = {0},
  citedby = {0},
  pages = {303-320},
  booktitle = {Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part II},
  editor = {Luca Longo},
  volume = {1902},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-031-44067-0},
}