Yonas Sium

Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks

We propose a novel method for computing joint 2-node structural representations for link prediction in directed graphs. Existing approaches can be grouped into two families. The first group of methods learn structural embeddings of individual nodes in the entire graph through a directed Graph Neural…