| GEFA: Early Fusion Approach in Drug-Target Affinity Prediction | Sep 25, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Network for Fraud Detection via Spatial-Temporal Attention | Sep 23, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network | Sep 18, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Graph representation forecasting of patient's medical conditions: towards a digital twin | Sep 17, 2020 | Generative Adversarial NetworkGraph Neural Network | CodeCode Available | 1 |
| Advanced Graph-Based Deep Learning for Probabilistic Type Inference | Sep 13, 2020 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks | Sep 11, 2020 | Graph Neural NetworkMotion Planning | CodeCode Available | 1 |
| Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification | Sep 8, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 1 |
| Hierarchical Message-Passing Graph Neural Networks | Sep 8, 2020 | Community DetectionGraph Neural Network | CodeCode Available | 1 |
| GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training | Sep 7, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Simplifying Architecture Search for Graph Neural Network | Aug 26, 2020 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| Optimization of Graph Neural Networks with Natural Gradient Descent | Aug 21, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? | Aug 20, 2020 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 |
| Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters | Aug 19, 2020 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Reinforced Epidemic Control: Saving Both Lives and Economy | Aug 4, 2020 | Graph Neural Networkreinforcement-learning | CodeCode Available | 1 |
| Detecting Beneficial Feature Interactions for Recommender Systems | Aug 2, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| TactileSGNet: A Spiking Graph Neural Network for Event-based Tactile Object Recognition | Aug 1, 2020 | Graph Neural NetworkObject Recognition | CodeCode Available | 1 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 |
| Coarse Graining Molecular Dynamics with Graph Neural Networks | Jul 22, 2020 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 |
| PanRep: Graph neural networks for extracting universal node embeddings in heterogeneous graphs | Jul 20, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Fuzzy Graph Neural Network for Few-Shot Learning | Jul 19, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 1 |
| Towards Deeper Graph Neural Networks | Jul 18, 2020 | AttributeGraph Neural Network | CodeCode Available | 1 |
| HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization | Jul 17, 2020 | 3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative) | CodeCode Available | 1 |
| Explanation-Guided Training for Cross-Domain Few-Shot Classification | Jul 17, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| TUDataset: A collection of benchmark datasets for learning with graphs | Jul 16, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Deep Learning for Abstract Argumentation Semantics | Jul 15, 2020 | Abstract ArgumentationDeep Learning | CodeCode Available | 1 |
