| LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis | Oct 29, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 |
| SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment | Oct 28, 2024 | Entity AlignmentGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks on Discriminative Graphs of Words | Oct 27, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction | Oct 26, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks | Oct 26, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Sparse Decomposition of Graph Neural Networks | Oct 25, 2024 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks | Oct 23, 2024 | AttributeDiversity | —Unverified | 0 |
| Exploring structure diversity in atomic resolution microscopy with graph neural networks | Oct 23, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow | Oct 22, 2024 | Graph Neural Network | —Unverified | 0 |
| Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments | Oct 22, 2024 | Graph Neural Network | —Unverified | 0 |
| Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks | Oct 22, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Gradient Rewiring for Editable Graph Neural Network Training | Oct 21, 2024 | Graph Neural NetworkModel Editing | CodeCode Available | 0 |
| LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection | Oct 21, 2024 | Fraud DetectionGraph Neural Network | CodeCode Available | 0 |
| DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases | Oct 20, 2024 | Graph Neural NetworkLanguage Modeling | CodeCode Available | 0 |
| Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems | Oct 17, 2024 | Graph Neural NetworkRetrieval | —Unverified | 0 |
| GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation | Oct 17, 2024 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |
| GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation | Oct 17, 2024 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network | Oct 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations | Oct 16, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks | Oct 16, 2024 | Adversarial DefenseGraph Neural Network | —Unverified | 0 |
| KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction | Oct 15, 2024 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| Backdoor Attack on Vertical Federated Graph Neural Network Learning | Oct 15, 2024 | Backdoor AttackFederated Learning | —Unverified | 0 |
| CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs | Oct 15, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation | Oct 14, 2024 | AttributeGraph Neural Network | CodeCode Available | 0 |
| DiRW: Path-Aware Digraph Learning for Heterophily | Oct 14, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |