Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
Deep Network Embedding for Signed Networks
Deep Generative Model for Sparse Graphs using Text-Based Learning with Augmentation in Generative Examination Networks
Applying multitask framework and deep learning networks(GCN, etc.) when doing multiple graph tasks, i.e. node classification, link prediction, etc..
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Geometric Deep Learning Extension Library for PyTorch
Code accompanying the paper "Iterative Deep Graph Learning for Graph Neural Networks"