survey.md

June 25, 2021 ยท View on GitHub

Theory and Survey Papers

  • Towards a Rigorous Theoretical Analysis and Evaluation of GNN Explanations (Arxiv 2021)

    • Chirag Agarwal, Marinka Zitnik, Himabindu Lakkaraju
    • [Paper]

  • Explainability in Graph Neural Networks: A Taxonomic Survey (Arxiv 2020)

    • Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji
    • [Paper]