| Distributed-Order Fractional Graph Operating Network | Nov 8, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training | Nov 8, 2024 | compressed sensingGraph Neural Network | —Unverified | 0 |
| Topology-aware Reinforcement Feature Space Reconstruction for Graph Data | Nov 8, 2024 | feature selectionGraph Neural Network | —Unverified | 0 |
| Cybercrime Prediction via Geographically Weighted Learning | Nov 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Nov 7, 2024 | Graph Neural NetworkImputation | —Unverified | 0 |
| ComFairGNN: Community Fair Graph Neural Network | Nov 7, 2024 | FairnessGraph Neural Network | —Unverified | 0 |
| Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation | Nov 7, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| TIMBRE: Efficient Job Recommendation On Heterogeneous Graphs For Professional Recruiters | Nov 6, 2024 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction | Nov 6, 2024 | Graph Neural Network | —Unverified | 0 |
| SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features | Nov 5, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks | Nov 5, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering | Nov 5, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 1 |
| JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs | Nov 5, 2024 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning | Nov 5, 2024 | Adversarial AttackFederated Learning | CodeCode Available | 0 |
| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 |
| Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis | Nov 4, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks | Nov 4, 2024 | Graph Neural Network | CodeCode Available | 0 |
| High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach | Nov 4, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Do graph neural network states contain graph properties? | Nov 4, 2024 | DiagnosticGraph Learning | —Unverified | 0 |
| Guiding Genetic Programming with Graph Neural Networks | Nov 3, 2024 | Graph Neural NetworkSymbolic Regression | —Unverified | 0 |
| Graph-based Confidence Calibration for Large Language Models | Nov 3, 2024 | Graph Neural Network | —Unverified | 0 |
| Multimodal Graph Neural Network for Recommendation with Dynamic De-redundancy and Modality-Guided Feature De-noisy | Nov 3, 2024 | DenoisingGraph Neural Network | —Unverified | 0 |
| Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics | Nov 3, 2024 | Graph Neural NetworkJet Tagging | —Unverified | 0 |