The Benefits of Graph Neural Networks for Road and Congestion Planning

It makes a complete sense that graph neural networks are good at modeling the road and congestion since the road very much does seem to resemble kind of a graph-like structure. And it's cool to see that, you know, this is deployed on Google Maps, which is going out to millions of people and is already proving its benefits. The paper also cites some other prior research that led to being deployed on WebScale recommender systems.