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Inductive Learning

Learning on the PPI multi-graph benchmark where test graphs are unseen at train time.

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  • Multi-label protein function prediction with Cluster-GCN (PPI)

    Predict the functions of proteins in protein-protein interaction (PPI) graphs.

    PPI · BatchNorm · SAGEConv

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  • Multi-label protein function prediction with GAT (PPI)

    Predict the functions of proteins in protein-protein interaction (PPI) graphs.

    PPI · GATConv

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  • Multi-label protein function prediction with a deep GCNII (PPI)

    Predict the functions of proteins in protein-protein interaction (PPI) graphs.

    PPI · GCN2Conv

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