On The Equivalence between Node Embeddings and Structural graph representations
Thisworkprovidesthefirstunifyingtheoreticalframeworkfornode(positional)
embeddingsandstructuralgraphrepresentations,bridgingmethodslikematrix
factorizationandgraphneuralnetworks.Usinginvarianttheory,weshowthat
therelationshipbetweenstructuralrepresentationsandnod
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