| Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems | Apr 18, 2025 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 |
| Clustering and analysis of user behaviour in blockchain: A case study of Planet IX | Apr 16, 2025 | Graph Neural Network | —Unverified | 0 |
| Visual Re-Ranking with Non-Visual Side Information | Apr 15, 2025 | Graph Neural NetworkImage Retrieval | CodeCode Available | 0 |
| Network Alignment | Apr 15, 2025 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |
| AI-guided Antibiotic Discovery Pipeline from Target Selection to Compound Identification | Apr 15, 2025 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach | Apr 14, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network | Apr 13, 2025 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling | Apr 13, 2025 | AttributeGraph Attention | —Unverified | 0 |
| Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application | Apr 11, 2025 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention | Apr 11, 2025 | Fraud DetectionGraph Attention | —Unverified | 0 |
| CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing | Apr 11, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Communication-Efficient Cooperative Localization: A Graph Neural Network Approach | Apr 10, 2025 | Graph Neural Network | —Unverified | 0 |
| Prediction of Usage Probabilities of Shopping-Mall Corridors Using Heterogeneous Graph Neural Networks | Apr 10, 2025 | Graph Neural Network | —Unverified | 0 |
| Trading Graph Neural Network | Apr 10, 2025 | Graph Neural Network | —Unverified | 0 |
| Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset | Apr 9, 2025 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach | Apr 8, 2025 | Distributed OptimizationGraph Neural Network | —Unverified | 0 |
| AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification | Apr 7, 2025 | Graph Neural NetworkTriplet | CodeCode Available | 0 |
| Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting | Apr 7, 2025 | Graph Neural Network | —Unverified | 0 |
| Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints | Apr 7, 2025 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| A Novel Approach to Linking Histology Images with DNA Methylation | Apr 7, 2025 | Graph Neural NetworkWeakly-supervised Learning | —Unverified | 0 |
| MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions | Apr 7, 2025 | Graph Neural Network | —Unverified | 0 |
| GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction | Apr 7, 2025 | Drug Response PredictionGraph Neural Network | —Unverified | 0 |
| TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature Learning | Apr 4, 2025 | Graph Neural Networkobject-detection | CodeCode Available | 0 |
| LLM-Augmented Graph Neural Recommenders: Integrating User Reviews | Apr 3, 2025 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |