| EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals | Jun 16, 2021 | channel selectionEEG | —Unverified | 0 |
| Adaptive Visibility Graph Neural Network and It's Application in Modulation Classification | Jun 16, 2021 | AvgGraph Neural Network | —Unverified | 0 |
| Machine Learning Implicit Solvation for Molecular Dynamics | Jun 14, 2021 | BIG-bench Machine LearningDrug Design | —Unverified | 0 |
| Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction | Jun 13, 2021 | Graph Neural NetworkInductive Relation Prediction | CodeCode Available | 1 |
| Graph Neural Network-Based Anomaly Detection in Multivariate Time Series | Jun 13, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Solving Graph-based Public Good Games with Tree Search and Imitation Learning | Jun 12, 2021 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction | Jun 9, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling | Jun 9, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks | Jun 9, 2021 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Plan2Scene: Converting Floorplans to 3D Scenes | Jun 9, 2021 | Graph Neural NetworkPlan2Scene | CodeCode Available | 1 |
| DIGRAC: Digraph Clustering Based on Flow Imbalance | Jun 9, 2021 | ClusteringGraph Clustering | CodeCode Available | 0 |
| NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs | Jun 8, 2021 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks | Jun 8, 2021 | Graph Neural NetworkHyperedge Prediction | —Unverified | 0 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 |
| Graph-MLP: Node Classification without Message Passing in Graph | Jun 8, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Time-Series Graph Network for Sea Surface Temperature Prediction | Jun 7, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks in Network Neuroscience | Jun 7, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Learning to Guide a Saturation-Based Theorem Prover | Jun 7, 2021 | Automated Theorem ProvingGraph Neural Network | —Unverified | 0 |
| Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation | Jun 7, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |
| Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking | Jun 7, 2021 | Graph Neural NetworkMulti-Person Pose Estimation | —Unverified | 0 |
| Graph2Graph Learning with Conditional Autoregressive Models | Jun 6, 2021 | Graph ClassificationGraph Learning | —Unverified | 0 |
| Graph Belief Propagation Networks | Jun 6, 2021 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| DAMSL: Domain Agnostic Meta Score-based Learning | Jun 6, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Spectral Temporal Graph Neural Network for Trajectory Prediction | Jun 5, 2021 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |
| Heterogeneous Graph Neural Network via Attribute Completion | Jun 3, 2021 | AttributeGraph Learning | —Unverified | 0 |
