Graph Learning 1
Reading list on Graph Learning - Explainable artificial intelligence (xAI).
XAI-Graph # 2023 # [1] Azzolin, S., Longa, A., Barbiero, P., Liò, P., & Passerini, A. (2022). Global explainability of gnns via logic combination of learned concepts. arXiv preprint arXiv:2210.07147. [2] Miao, S., Luo, Y., Liu, M., & Li, P. (2022). Interpretable Geometric Deep Learning via Learnable Randomness Injection. arXiv preprint arXiv:2210.16966. [3] Liu, Y., Zhang, X., & Xie, S. (2023, February). A Differential Geometric View and Explainability of GNN on Evolving Graphs. In The Eleventh International Conference on Learning Representations.