Graph Convolutional Network spatial-based convolutional graph neural networks, or GCNs These models are convolutional in that they update each node by aggregating information from nearby nodes relational inductive bias Equivariance and Invariance for Graphs Parameter Sharing for Graphs Example GCN Layer Batching for GNN Inductive Models Transductive Models Layers for GNNs Edge Graphs