PUFFIN discovers protein units by jointly learning structural partitioning of residue graphs and functional supervision via a graph neural network with structure-aware pooling.
Let {em}M m=1, em ∈R H, denote the resulting set of unit embeddings across proteins
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PUFFIN: Protein Unit Discovery with Functional Supervision
PUFFIN discovers protein units by jointly learning structural partitioning of residue graphs and functional supervision via a graph neural network with structure-aware pooling.