iN2V extends node2vec embeddings to unseen nodes via iterative neighbor averaging with train-time modifications, improving node classification by about 1 point on average over Feature Propagation.
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iN2V: Bringing Transductive Node Embeddings to Inductive Graphs
iN2V extends node2vec embeddings to unseen nodes via iterative neighbor averaging with train-time modifications, improving node classification by about 1 point on average over Feature Propagation.