| Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry | May 30, 2024 | Fault DiagnosisFew-Shot Learning | —Unverified | 0 |
| Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations | May 29, 2024 | Graph Neural NetworkLoad Forecasting | —Unverified | 0 |
| DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series | May 29, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification | May 29, 2024 | Graph Neural Network | CodeCode Available | 0 |
| SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic Graphs | May 29, 2024 | Causal InferenceGraph Neural Network | CodeCode Available | 0 |
| A Vlogger-augmented Graph Neural Network Model for Micro-video Recommendation | May 28, 2024 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective | May 28, 2024 | backdoor defenseGraph Neural Network | —Unverified | 0 |
| Survey of Graph Neural Network for Internet of Things and NextG Networks | May 27, 2024 | Graph Neural NetworkIntrusion Detection | —Unverified | 0 |
| R-ODE: Ricci Curvature Tells When You Will be Informed | May 27, 2024 | BlockingGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks on Quantum Computers | May 27, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection | May 27, 2024 | Anomaly DetectionGraph Learning | —Unverified | 0 |
| Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach | May 26, 2024 | Graph Neural NetworkManagement | CodeCode Available | 0 |
| Differentiable Cluster Graph Neural Network | May 25, 2024 | ClusteringGraph Neural Network | —Unverified | 0 |
| Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers | May 24, 2024 | Graph Neural Network | —Unverified | 0 |
| Cardinality Estimation on Hyper-relational Knowledge Graphs | May 24, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback | May 24, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing | May 24, 2024 | Contrastive LearningData Compression | —Unverified | 0 |
| MeMo: Meaningful, Modular Controllers via Noise Injection | May 24, 2024 | Graph Neural Network | —Unverified | 0 |
| Bond Graphs for multi-physics informed Neural Networks for multi-variate time series | May 22, 2024 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition | May 22, 2024 | Graph Neural Network | CodeCode Available | 0 |
| LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework | May 22, 2024 | Graph Neural NetworkLanguage Modeling | CodeCode Available | 0 |
| Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and Prototype | May 22, 2024 | Graph Neural NetworkIndoor Localization | CodeCode Available | 0 |
| Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator | May 21, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing | May 21, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution | May 21, 2024 | Graph Neural NetworkHallucination | —Unverified | 0 |