| 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 |
