| TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| Evaluation of Differentially Constrained Motion Models for Graph-Based Trajectory Prediction | Apr 11, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 1 |
| Contrastive Cross-Domain Sequential Recommendation | Apr 8, 2023 | Graph Neural NetworkSequential Recommendation | CodeCode Available | 1 |
| CheckerPose: Progressive Dense Keypoint Localization for Object Pose Estimation with Graph Neural Network | Mar 29, 2023 | Graph Neural NetworkPose Estimation | CodeCode Available | 1 |
| GRAF: Graph Attention-aware Fusion Networks | Mar 29, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 |
| GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection | Mar 29, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Cost Sensitive GNN-based Imbalanced Learning for Mobile Social Network Fraud Detection | Mar 28, 2023 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction | Mar 28, 2023 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Learnable Graph Matching: A Practical Paradigm for Data Association | Mar 27, 2023 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
| Positional Diffusion: Ordering Unordered Sets with Diffusion Probabilistic Models | Mar 20, 2023 | Graph Neural NetworkSentence | CodeCode Available | 1 |
| Unsupervised Learning for Solving the Travelling Salesman Problem | Mar 19, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image | Mar 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| Action knowledge for video captioning with graph neural networks | Mar 16, 2023 | Action RecognitionGraph Neural Network | CodeCode Available | 1 |
| Robust Preference-Guided Denoising for Graph based Social Recommendation | Mar 15, 2023 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Disentangled Graph Social Recommendation | Mar 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks | Mar 13, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Network contextual embedding for Deep Learning on Tabular Data | Mar 11, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| GNNDelete: A General Strategy for Unlearning in Graph Neural Networks | Feb 26, 2023 | Graph Neural Network | CodeCode Available | 1 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | CodeCode Available | 1 |
| PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction | Feb 24, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction | Feb 23, 2023 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| BUAA_BIGSCity: Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022 | Feb 22, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Temporal Graph Neural Networks for Irregular Data | Feb 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
