| Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report) | Nov 19, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs | Nov 19, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code | Nov 18, 2024 | C++ codeGraph Neural Network | —Unverified | 0 |
| Training a Label-Noise-Resistant GNN with Reduced Complexity | Nov 17, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Multi Scale Graph Neural Network for Alzheimer's Disease | Nov 16, 2024 | Graph Neural Network | —Unverified | 0 |
| Bitcoin Research with a Transaction Graph Dataset | Nov 15, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Neural Graph Simulator for Complex Systems | Nov 14, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures | Nov 14, 2024 | Contrastive LearningFake News Detection | —Unverified | 0 |
| Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network | Nov 13, 2024 | ClassificationGraph Classification | —Unverified | 0 |
| A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis | Nov 13, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation | Nov 13, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Nov 13, 2024 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection | Nov 12, 2024 | Change DetectionGraph Neural Network | —Unverified | 0 |
| Constraints and Variables Reduction for Optimal Power Flow Using Hierarchical Graph Neural Networks with Virtual Node-Splitting | Nov 9, 2024 | Graph Neural Network | —Unverified | 0 |
| Topology-aware Reinforcement Feature Space Reconstruction for Graph Data | Nov 8, 2024 | feature selectionGraph Neural Network | —Unverified | 0 |
| 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 |
| EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums | Nov 8, 2024 | Graph Neural NetworkLarge Language Model | CodeCode Available | 0 |
| Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Nov 7, 2024 | Graph Neural NetworkImputation | —Unverified | 0 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation | Nov 7, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Cybercrime Prediction via Geographically Weighted Learning | Nov 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| ComFairGNN: Community Fair Graph Neural Network | Nov 7, 2024 | FairnessGraph 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 |