| Fast and Flexible Protein Design Using Deep Graph Neural Networks | Sep 23, 2020 | Graph Neural NetworkProtein Design | CodeCode Available | 0 |
| Drug repurposing for COVID-19 using graph neural network and harmonizing multiple evidence | Sep 23, 2020 | ArticlesGraph Neural Network | —Unverified | 0 |
| Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks | Sep 22, 2020 | Graph Neural Network | —Unverified | 0 |
| CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes | Sep 19, 2020 | Graph Neural NetworkVisual Reasoning | CodeCode Available | 0 |
| Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Sep 18, 2020 | GPUGraph Neural Network | —Unverified | 0 |
| 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 |
| Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection | Sep 17, 2020 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Layer-stacked Attention for Heterogeneous Network Embedding | Sep 17, 2020 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |
| Automated Seismic Source Characterisation Using Deep Graph Neural Networks | Sep 16, 2020 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 0 |
| Federated Dynamic GNN with Secure Aggregation | Sep 15, 2020 | Federated LearningGraph Neural Network | —Unverified | 0 |
| 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 |
| Graph Neural Network based Service Function Chaining for Automatic Network Control | Sep 11, 2020 | DecoderGraph Neural Network | —Unverified | 0 |
| Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference | Sep 10, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On | Sep 9, 2020 | Graph Neural NetworkVirtual Try-on | —Unverified | 0 |
| 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 |
| Graph neural networks-based Scheduler for Production planning problems using Reinforcement Learning | Sep 8, 2020 | Distributed OptimizationGraph Neural Network | —Unverified | 0 |
| Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks | Sep 7, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Active Learning of Causal Structures with Deep Reinforcement Learning | Sep 7, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training | Sep 7, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning | Sep 3, 2020 | ClusteringGraph Neural Network | —Unverified | 0 |
| Heterogeneous Graph Neural Network for Recommendation | Sep 2, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function | Sep 1, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network | Aug 29, 2020 | Clinical KnowledgeGraph Neural Network | —Unverified | 0 |
| Pre-training of Graph Neural Network for Modeling Effects of Mutations on Protein-Protein Binding Affinity | Aug 28, 2020 | Drug DesignGraph Neural Network | —Unverified | 0 |
| Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks | Aug 28, 2020 | Graph Neural NetworkManagement | —Unverified | 0 |
| Graph Neural Network Architecture Search for Molecular Property Prediction | Aug 27, 2020 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems | Aug 26, 2020 | CPUGPU | —Unverified | 0 |
| Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach | Aug 26, 2020 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 0 |
| Simplifying Architecture Search for Graph Neural Network | Aug 26, 2020 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy | Aug 25, 2020 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning | Aug 23, 2020 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Optimization of Graph Neural Networks with Natural Gradient Descent | Aug 21, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics | Aug 21, 2020 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| A comparative study of similarity-based and GNN-based link prediction approaches | Aug 20, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? | Aug 20, 2020 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 |
| GraphReach: Position-Aware Graph Neural Network using Reachability Estimations | Aug 19, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Training Sensitivity in Graph Isomorphism Network | Aug 19, 2020 | Graph Neural NetworkSensitivity | —Unverified | 0 |
| Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters | Aug 19, 2020 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| TempNodeEmb:Temporal Node Embedding considering temporal edge influence matrix | Aug 16, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| LGNN: A Context-aware Line Segment Detector | Aug 13, 2020 | Graph Neural NetworkLine Segment Detection | —Unverified | 0 |
| Representative Graph Neural Network | Aug 12, 2020 | Graph Neural Networkobject-detection | —Unverified | 0 |
| Towards Sample Efficient Agents through Algorithmic Alignment | Aug 7, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks | Aug 6, 2020 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Reinforced Epidemic Control: Saving Both Lives and Economy | Aug 4, 2020 | Graph Neural Networkreinforcement-learning | CodeCode Available | 1 |
| Boundary Content Graph Neural Network for Temporal Action Proposal Generation | Aug 4, 2020 | Action DetectionAction Understanding | —Unverified | 0 |
| Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network | Aug 4, 2020 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Detecting Beneficial Feature Interactions for Recommender Systems | Aug 2, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
