Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
A deep learning library to rank protein complexes using graph neural networks
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