| A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning | Aug 30, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks | Aug 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Data Augmentation for Graph Data: Recent Advancements | Aug 25, 2022 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| A Review of Knowledge Graph Completion | Aug 24, 2022 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Data-Driven Approach to form Energy Resilient Smart Microgrids with Identification of Vulnerable Nodes in Active Electrical Distribution Network | Aug 24, 2022 | FormGraph Neural Network | —Unverified | 0 |
| Data augmentation on graphs for table type classification | Aug 23, 2022 | ClassificationData Augmentation | CodeCode Available | 0 |
| FlexER: Flexible Entity Resolution for Multiple Intents | Aug 23, 2022 | Entity ResolutionGraph Neural Network | CodeCode Available | 0 |
| Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation | Aug 23, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Object Detection in Aerial Images with Uncertainty-Aware Graph Network | Aug 23, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles | Aug 22, 2022 | ArticlesGraph Neural Network | —Unverified | 0 |
| One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction | Aug 22, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Representation Learning of Knowledge Graph for Wireless Communication Networks | Aug 22, 2022 | Graph Neural NetworkRelation Prediction | —Unverified | 0 |
| Representation Learning with Graph Neural Networks for Speech Emotion Recognition | Aug 21, 2022 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |
| Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation | Aug 19, 2022 | AttributeClustering | —Unverified | 0 |
| Graph Neural Network Based Node Deployment for Throughput Enhancement | Aug 19, 2022 | Graph Neural Network | —Unverified | 0 |
| Robust Causal Graph Representation Learning against Confounding Effects | Aug 18, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems | Aug 18, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching | Aug 18, 2022 | Graph Neural Network | —Unverified | 0 |
| AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query | Aug 15, 2022 | Click-Through Rate PredictionGraph Neural Network | —Unverified | 0 |
| Learnable Filters for Geometric Scattering Modules | Aug 15, 2022 | DescriptiveGraph Classification | —Unverified | 0 |
| STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval | Aug 15, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution | Aug 15, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs | Aug 12, 2022 | Community DetectionGraph Mining | —Unverified | 0 |
| Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation | Aug 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Partition Pooling for Convolutional Graph Network Applications in Particle Physics | Aug 11, 2022 | Graph Neural Network | CodeCode Available | 0 |