GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking M Kosan, S Verma, B Armgaan, K Pahwa, A Singh, S Medya, S Ranu arXiv preprint arXiv:2310.01794, 2023 | 10 | 2023 |
InduCE: Inductive Counterfactual Explanations for Graph Neural Networks S Verma, B Armgaan, S Medya, S Ranu Transactions on Machine Learning Research, 0 | 2 | |
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules B Armgaan, M Dalmia, S Medya, S Ranu The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 1 | 2024 |
Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity S Verma, B Armgaan, S Medya, S Ranu arXiv preprint arXiv:2306.04835, 2023 | 1 | 2023 |