| Hierarchical Graph Matching Networks for Deep Graph Similarity Learning | Sep 25, 2019 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| Beyond Classical Diffusion: Ballistic Graph Neural Network | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| Molecular Graph Enhanced Transformer for Retrosynthesis Prediction | Sep 25, 2019 | Graph Neural NetworkMachine Translation | —Unverified | 0 |
| Empowering Graph Representation Learning with Paired Training and Graph Co-Attention | Sep 25, 2019 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Ordinary differential equations on graph networks | Sep 25, 2019 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 |
| GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Networks For Multi-Image Matching | Sep 25, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Frequency Analysis for Graph Convolution Network | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning | Sep 22, 2019 | DecoderGraph Classification | CodeCode Available | 0 |