| Learning Diverse Fashion Collocation by Neural Graph Filtering | Mar 11, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Gauss-Newton Unrolled Neural Networks and Data-driven Priors for Regularized PSSE with Robustness | Mar 3, 2020 | DenoisingGraph Neural Network | —Unverified | 0 |
| EvoNet: A Neural Network for Predicting the Evolution of Dynamic Graphs | Mar 2, 2020 | Graph MiningGraph Neural Network | —Unverified | 0 |
| A Semi-supervised Graph Attentive Network for Financial Fraud Detection | Feb 28, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 0 |
| Heterogeneous Graph Neural Networks for Malicious Account Detection | Feb 27, 2020 | Graph Neural Network | CodeCode Available | 0 |
| Neural Message Passing on High Order Paths | Feb 24, 2020 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Data Augmentation for Personal Knowledge Base Population | Feb 23, 2020 | Data AugmentationFairness | —Unverified | 0 |
| RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework | Feb 19, 2020 | Graph Neural NetworkManagement | —Unverified | 0 |
| A Lagrangian Approach to Information Propagation in Graph Neural Networks | Feb 18, 2020 | Graph Neural Network | CodeCode Available | 0 |
| Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network | Feb 17, 2020 | AttributeGraph Neural Network | —Unverified | 0 |
| Wireless Power Control via Counterfactual Optimization of Graph Neural Networks | Feb 17, 2020 | counterfactualGraph Neural Network | —Unverified | 0 |
| Deep Multi-Task Augmented Feature Learning via Hierarchical Graph Neural Network | Feb 12, 2020 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 0 |
| Graph Convolutional Gaussian Processes For Link Prediction | Feb 11, 2020 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| Learning Structured Communication for Multi-agent Reinforcement Learning | Feb 11, 2020 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| GLSearch: Maximum Common Subgraph Detection via Learning to Search | Feb 8, 2020 | Cloud ComputingGraph Embedding | —Unverified | 0 |
| VGAI: End-to-End Learning of Vision-Based Decentralized Controllers for Robot Swarms | Feb 6, 2020 | Graph Neural Network | —Unverified | 0 |
| Hybrid Graph Neural Networks for Crowd Counting | Jan 31, 2020 | Crowd CountingGraph Neural Network | —Unverified | 0 |
| Theoretically Expressive and Edge-aware Graph Learning | Jan 24, 2020 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data | Jan 23, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Get Rid of Suspended Animation Problem: Deep Diffusive Neural Network on Graph Semi-Supervised Classification | Jan 22, 2020 | General ClassificationGraph Learning | CodeCode Available | 0 |
| Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network | Jan 18, 2020 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Fractional order graph neural network | Jan 5, 2020 | global-optimizationGraph Neural Network | —Unverified | 0 |
| Multi-Graph Convolution Collaborative Filtering | Jan 1, 2020 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Task Graphs | Jan 1, 2020 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Fully Convolutional Graph Neural Networks using Bipartite Graph Convolutions | Jan 1, 2020 | Graph Neural Network | —Unverified | 0 |
