| Customizing Graph Neural Networks using Path Reweighting | Jun 21, 2021 | Data AugmentationGraph Attention | CodeCode Available | 0 |
| Scene Essence | Jun 19, 2021 | Graph Neural NetworkScene Recognition | —Unverified | 0 |
| Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation | Jun 19, 2021 | Few-Shot Semantic SegmentationGraph Neural Network | CodeCode Available | 0 |
| End-to-End Rotation Averaging With Multi-Source Propagation | Jun 19, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection | Jun 18, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| RLC-GNN: An Improved Deep Architecture for Spatial-Based Graph Neural Network with Application to Fraud Detection | Jun 18, 2021 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| 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 |
| Solving Graph-based Public Good Games with Tree Search and Imitation Learning | Jun 12, 2021 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| DIGRAC: Digraph Clustering Based on Flow Imbalance | Jun 9, 2021 | ClusteringGraph Clustering | CodeCode Available | 0 |
| Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks | Jun 9, 2021 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks | Jun 8, 2021 | Graph Neural NetworkHyperedge Prediction | —Unverified | 0 |
| Learning to Guide a Saturation-Based Theorem Prover | Jun 7, 2021 | Automated Theorem ProvingGraph Neural Network | —Unverified | 0 |
| Time-Series Graph Network for Sea Surface Temperature Prediction | Jun 7, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking | Jun 7, 2021 | Graph Neural NetworkMulti-Person Pose Estimation | —Unverified | 0 |
| Graph Belief Propagation Networks | Jun 6, 2021 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| Graph2Graph Learning with Conditional Autoregressive Models | Jun 6, 2021 | Graph ClassificationGraph Learning | —Unverified | 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 |
| Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning | Jun 2, 2021 | Decision MakingGraph Neural Network | —Unverified | 0 |
| An Extendible, Graph-Neural-Network-Based Approach for Accurate Force Field Development of Large Flexible Organic Molecules | Jun 2, 2021 | Graph Neural Network | —Unverified | 0 |
| Structural Realization with GGNNs | Jun 1, 2021 | Graph Neural NetworkLanguage Modelling | —Unverified | 0 |
| Breadth First Reasoning Graph for Multi-hop Question Answering | Jun 1, 2021 | Graph Neural NetworkMulti-hop Question Answering | —Unverified | 0 |
