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🏢 Roku, Inc.

Deep Homomorphism Networks
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AI Theory Generalization 🏢 Roku, Inc.
Deep Homomorphism Networks (DHNs) boost graph neural network (GNN) expressiveness by efficiently detecting subgraph patterns using a novel graph homomorphism layer.