| Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation | Jun 3, 2024 | Graph Neural NetworkManagement | CodeCode Available | 1 |
| Graph Neural Network Enhanced Retrieval for Question Answering of LLMs | Jun 3, 2024 | Graph Neural NetworkLanguage Modelling | —Unverified | 0 |
| Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters | Jun 3, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs | Jun 3, 2024 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE | Jun 3, 2024 | Graph Neural NetworkImage-text Classification | —Unverified | 0 |
| Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets | Jun 2, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch | Jun 1, 2024 | Graph Neural Network | —Unverified | 0 |
| Predicting solvation free energies with an implicit solvent machine learning potential | May 31, 2024 | Drug DesignGraph Neural Network | CodeCode Available | 0 |
| SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation | May 31, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 2 |
| Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation | May 30, 2024 | Discourse ParsingGraph Neural Network | CodeCode Available | 0 |
| Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry | May 30, 2024 | Fault DiagnosisFew-Shot Learning | —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 |
| DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series | May 29, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations | May 29, 2024 | Graph Neural NetworkLoad Forecasting | —Unverified | 0 |
| Spatio-Spectral Graph Neural Networks | May 29, 2024 | GPUGraph Classification | CodeCode Available | 1 |
| 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 |
| SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection | May 27, 2024 | Anomaly DetectionGraph Learning | —Unverified | 0 |
| R-ODE: Ricci Curvature Tells When You Will be Informed | May 27, 2024 | BlockingGraph 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 |
| Graph Neural Networks on Quantum Computers | May 27, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach | May 26, 2024 | Graph Neural NetworkManagement | CodeCode Available | 0 |
| Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning | May 26, 2024 | Computational EfficiencyGraph Classification | CodeCode Available | 1 |
| Differentiable Cluster Graph Neural Network | May 25, 2024 | ClusteringGraph Neural Network | —Unverified | 0 |
