GRBE improves out-of-distribution graph classification and explanation quality by mixing environment subgraphs in the original graph space and refining rationale subgraphs with contrastive learning.
Interpretable and generalizable graph learning via stochastic attention mechanism,
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Towards Effective Graph Rationalization via Boosting Environment Diversity
GRBE improves out-of-distribution graph classification and explanation quality by mixing environment subgraphs in the original graph space and refining rationale subgraphs with contrastive learning.