Graph Transformer Networks

For example, a citation network has multiple types of nodes (e.g., authors, papers, conferences) and edges defined by their relations (e.g., author-paper, paper-conference), and it is called a heterogeneous graph. A naïve approach is to ignore the node/edge types and treat them as in a homogeneous graph (a standard graph with one type of nodes and edges).