Towards characterizing the value of edge embeddings in Graph Neural Networks

Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton +3

Graph neural networks (GNNs) are the dominant approach to solving machine learning problems defined over graphs. Despite much theoretical and empirical work in recent years, our un…