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EMR-GNN

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DataFunTalk
DataFunTalk
Apr 30, 2023 · Artificial Intelligence

Integrated Multi‑Relation Graph Neural Network (EMR‑GNN)

This article presents a unified optimization framework for graph neural networks, derives an integrated multi‑relation GNN (EMR‑GNN) with a novel message‑passing mechanism, and demonstrates its theoretical advantages and empirical superiority over existing relational GNN models.

EMR-GNNMulti-Relationgraph neural networks
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Integrated Multi‑Relation Graph Neural Network (EMR‑GNN)