| Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos | Sep 13, 2022 | Action SegmentationGraph Neural Network | —Unverified | 0 |
| Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions | Sep 9, 2022 | Dimensionality ReductionGraph Neural Network | —Unverified | 0 |
| Analyzing the Effect of Sampling in GNNs on Individual Fairness | Sep 8, 2022 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube | Sep 7, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN | Sep 6, 2022 | Graph Neural Network | —Unverified | 0 |
| SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization | Sep 5, 2022 | Fine-Grained Image ClassificationGraph Neural Network | CodeCode Available | 1 |
| Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach | Sep 3, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks | Sep 3, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| SATformer: Transformer-Based UNSAT Core Learning | Sep 2, 2022 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning | Sep 2, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular Simulation | Sep 1, 2022 | Active LearningGPR | CodeCode Available | 0 |
| Learning Tree Structures from Leaves For Particle Decay Reconstruction | Aug 31, 2022 | Graph Neural Network | CodeCode Available | 0 |
| A topic-aware graph neural network model for knowledge base updating | Aug 31, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning | Aug 30, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures | Aug 29, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network | Aug 28, 2022 | Graph Neural NetworkTrajectory Prediction | CodeCode Available | 1 |
| Data Augmentation for Graph Data: Recent Advancements | Aug 25, 2022 | Data AugmentationGraph 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-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 |
| A Review of Knowledge Graph Completion | Aug 24, 2022 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| FlexER: Flexible Entity Resolution for Multiple Intents | Aug 23, 2022 | Entity ResolutionGraph Neural Network | CodeCode Available | 0 |
| Data augmentation on graphs for table type classification | Aug 23, 2022 | ClassificationData Augmentation | CodeCode Available | 0 |
| EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting | Aug 23, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Object Detection in Aerial Images with Uncertainty-Aware Graph Network | Aug 23, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
