| An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension | Aug 1, 2020 | Decoderglobal-optimization | —Unverified | 0 |
| GeoGraph: Graph-based multi-view object detection with geometric cues end-to-end | Aug 1, 2020 | Graph Neural Networkobject-detection | —Unverified | 0 |
| TactileSGNet: A Spiking Graph Neural Network for Event-based Tactile Object Recognition | Aug 1, 2020 | Graph Neural NetworkObject Recognition | CodeCode Available | 1 |
| Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs | Jul 31, 2020 | ClusteringGraph Neural Network | —Unverified | 0 |
| Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction | Jul 30, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis | Jul 29, 2020 | Graph Neural Network | —Unverified | 0 |
| FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data | Jul 29, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Multi-camera Torso Pose Estimation using Graph Neural Networks | Jul 28, 2020 | Graph Neural NetworkPose Estimation | CodeCode Available | 0 |
| Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification | Jul 27, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 |
| Learning Attribute-Structure Co-Evolutions in Dynamic Graphs | Jul 25, 2020 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Multi-view adaptive graph convolutions for graph classification | Jul 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation | Jul 23, 2020 | 2D Human Pose EstimationClustering | —Unverified | 0 |
| The expressive power of kth-order invariant graph networks | Jul 23, 2020 | Graph Neural Network | —Unverified | 0 |
| 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 |
| Graph Neural Network for Video Relocalization | Jul 20, 2020 | Graph Neural NetworkMoment Retrieval | —Unverified | 0 |
| Moment-Matching Graph-Networks for Causal Inference | Jul 20, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 0 |
| Fuzzy Graph Neural Network for Few-Shot Learning | Jul 19, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 1 |
| Improving the Long-Range Performance of Gated Graph Neural Networks | Jul 19, 2020 | Graph Neural Network | —Unverified | 0 |
| 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 |
| Learn to Propagate Reliably on Noisy Affinity Graphs | Jul 17, 2020 | Graph Neural NetworkOpen-Ended Question Answering | —Unverified | 0 |
| 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 |
