Adding a discrepancy-reconstruction loss that aligns embedding differences with raw feature differences improves graph self-supervised learning on heterophilic graphs.
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Discrepancy-Aware Graph Mask Auto-Encoder
Adding a discrepancy-reconstruction loss that aligns embedding differences with raw feature differences improves graph self-supervised learning on heterophilic graphs.