Machine Learning, Graph Convolution, Surveys, Deep Learn.
representation by aggregating its own features X_i. (ignore notation if you prefer). In simpler words, GCN learn to represent nodes by aggregating its features. Done. That is it! Graph Attention Networks An upgraded version of GCN. Graph attention Networks is similar to GCN, but it has different