| Relational Graph Representation Learning for Open-Domain Question Answering | Oct 18, 2019 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| NumNet: Machine Reading Comprehension with Numerical Reasoning | Oct 15, 2019 | Graph Neural NetworkMachine Reading Comprehension | CodeCode Available | 0 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| DeGNN: Characterizing and Improving Graph Neural Networks with Graph Decomposition | Oct 10, 2019 | Graph Neural Network | —Unverified | 0 |
| Text Level Graph Neural Network for Text Classification | Oct 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN | Oct 3, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Deep Graphical Feature Learning for the Feature Matching Problem | Oct 1, 2019 | Graph Neural NetworkImage Registration | —Unverified | 0 |
| From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason | Oct 1, 2019 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| G3raphGround: Graph-Based Language Grounding | Oct 1, 2019 | Graph Neural Network | —Unverified | 0 |
| Mixture-Kernel Graph Attention Network for Situation Recognition | Oct 1, 2019 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GDP: Generalized Device Placement for Dataflow Graphs | Sep 28, 2019 | Graph Neural Network | —Unverified | 0 |
| Overlapping Community Detection with Graph Neural Networks | Sep 26, 2019 | Community DetectionGraph Neural Network | CodeCode Available | 0 |
| A Graph Neural Network Assisted Monte Carlo Tree Search Approach to Traveling Salesman Problem | Sep 25, 2019 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| PDP: A General Neural Framework for Learning SAT Solvers | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| Demystifying Graph Neural Network Via Graph Filter Assessment | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| 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 |
