| Graph Structure Learning for Robust Graph Neural Networks | May 20, 2020 | Graph Neural NetworkGraph structure learning | CodeCode Available | 2 |
| Learning Semantic Program Embeddings with Graph Interval Neural Network | May 18, 2020 | Graph Neural NetworkMethod name prediction | —Unverified | 0 |
| Graphs, Entities, and Step Mixture | May 18, 2020 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Multi-View Graph Neural Networks for Molecular Property Prediction | May 17, 2020 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference | May 17, 2020 | Computational EfficiencyDrug Discovery | CodeCode Available | 1 |
| Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation | May 16, 2020 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs | May 15, 2020 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages | May 14, 2020 | Graph Neural NetworkRelation | —Unverified | 0 |
| Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey | May 13, 2020 | Dynamic Link PredictionEpidemiology | —Unverified | 0 |
| InteractionNet: Modeling and Explaining of Noncovalent Protein-Ligand Interactions with Noncovalent Graph Neural Network and Layer-Wise Relevance Propagation | May 12, 2020 | Drug DesignGraph Neural Network | —Unverified | 0 |
| Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising | May 9, 2020 | Graph Neural NetworkHeuristic Search | —Unverified | 0 |
| VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation | May 8, 2020 | Graph Neural NetworkSelf-Driving Cars | CodeCode Available | 1 |
| Reducing Communication in Graph Neural Network Training | May 7, 2020 | GPUGraph Neural Network | CodeCode Available | 1 |
| Bundle Recommendation with Graph Convolutional Networks | May 7, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation | May 6, 2020 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases | May 5, 2020 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection | May 1, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks | Apr 30, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| LambdaNet: Probabilistic Type Inference using Graph Neural Networks | Apr 29, 2020 | Code CompletionGraph Neural Network | CodeCode Available | 1 |
| Graph2Plan: Learning Floorplan Generation from Layout Graphs | Apr 27, 2020 | Graph Neural Network | —Unverified | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts | Apr 25, 2020 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Learning Hierarchical Review Graph Representations for Recommendation | Apr 24, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening | Apr 24, 2020 | Graph Neural Network | —Unverified | 0 |
| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Binarized Graph Neural Network | Apr 19, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting | Apr 17, 2020 | Graph Neural NetworkTime Series Analysis | CodeCode Available | 1 |
| Learning Furniture Compatibility with Graph Neural Networks | Apr 15, 2020 | Graph Neural Network | —Unverified | 0 |
| MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning | Apr 15, 2020 | ClassificationClustering | —Unverified | 0 |
| A Deep Graph Neural Network-Based Mechanism for Social Recommendations | Apr 10, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Improving Expressivity of Graph Neural Networks | Apr 8, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Typilus: Neural Type Hints | Apr 6, 2020 | Graph Neural NetworkOne-Shot Learning | CodeCode Available | 1 |
| Distinguish Confusing Law Articles for Legal Judgment Prediction | Apr 6, 2020 | ArticlesGraph Neural Network | CodeCode Available | 1 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| GIANT: Scalable Creation of a Web-scale Ontology | Apr 5, 2020 | Graph Neural NetworkNews Recommendation | CodeCode Available | 1 |
| Optimization of Image Embeddings for Few Shot Learning | Apr 4, 2020 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Graph Sequential Network for Reasoning over Sequences | Apr 4, 2020 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Consistent Multiple Sequence Decoding | Apr 2, 2020 | DecoderDiversity | —Unverified | 0 |
| Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data | Apr 1, 2020 | Graph Neural NetworkMarketing | —Unverified | 0 |
| Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text | Mar 31, 2020 | Graph Neural NetworkQuestion Answering | CodeCode Available | 1 |
| SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans | Mar 27, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact | Mar 26, 2020 | Graph Neural Network | CodeCode Available | 1 |
| GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end | Mar 23, 2020 | Graph Neural Networkobject-detection | —Unverified | 0 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries | Mar 19, 2020 | AnatomyGraph Neural Network | —Unverified | 0 |
| A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage | Mar 16, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Dynamic Spatiotemporal Graph Neural Network with Tensor Network | Mar 12, 2020 | graph constructionGraph Neural Network | —Unverified | 0 |
| Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning | Mar 12, 2020 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Learning Algebraic Multigrid Using Graph Neural Networks | Mar 12, 2020 | Graph Neural Network | CodeCode Available | 1 |
