Instance Discrimination for Link Prediction

In three linesTwo new self-supervised learning models for link prediction in graphs: L-GRACE and L-BGRL. Based on link representations instead of node representations, they incorporate structural augmentation grounded in community structure. Performance matches state-of-the-art in both supervised and self-supervised settings.

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