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On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks

Neural Information Processing Systems

Based on our definitions, we identify and analyze six real-world benchmarks spanning from homophilic to heterophilic link prediction settings, with graphs containing up to 30M edges.