Reviews: Diffusion-Convolutional Neural Networks

The idea of incorporating graph diffusion into neural networks seem both interesting and novel. The authors also did a good job in motivating the problem. However, overall I feel several aspects of the work could be further improved: Scalability: 1. The authors proposed three separate models for node, graph and edge classification. However, no empirical performance of edge classification was reported.