Knowledge Graph, Knowledge Graph Embedding, Gnn, Graph Neural Networks, Graph Convolution Network.
Merge adjacency matrix A and node features matrix X Feed them to deep neural network as training set The number of inputs in the input layer is the sum of the number of nodes and the number of features image credit- Jure Leskovec Now, let’s see what are the problems with this idea: Problem 1: O|V|