NC-GNN: Consistent Neighbors of Nodes Help More in Graph Neural Networks

<div>Overview of our proposed NC-GNN. The blue-colored node represents labeled node. We evaluate neighbor consistency of labeled nodes in preprocessing section. After that, we reweight the influence of labeled nodes in the loss function with neighbor consistency scores.</div>

Wireless Communications and Mobile Computing

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Figure 2: NC-GNN: Consistent Neighbors of Nodes Help More in Graph Neural Networks 