Finding Counterfactual Evidences for Node Classification

Dazhuo Qiu, Jinwen Chen, Arijit Khan +2

Counterfactual learning is emerging as an important paradigm, rooted in causality, which promises to alleviate common issues of graph neural networks (GNNs), such as fairness and i…