| Conditional Distribution Learning on Graphs | Nov 20, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Nov 20, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| ORID: Organ-Regional Information Driven Framework for Radiology Report Generation | Nov 20, 2024 | DecoderGraph Neural Network | —Unverified | 0 |
| Graph neural network framework for energy mapping of hybrid monte-carlo molecular dynamics simulations of Medium Entropy Alloys | Nov 20, 2024 | Graph Neural Network | —Unverified | 0 |
| 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 |
| Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nov 19, 2024 | Graph Neural Network | —Unverified | 0 |
| Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks | Nov 19, 2024 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |
| GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking | Nov 19, 2024 | Blind DockingDrug Discovery | —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 |
| TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding | Nov 15, 2024 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Nov 13, 2024 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation | Nov 13, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis | Nov 13, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection | Nov 12, 2024 | Change DetectionGraph Neural Network | —Unverified | 0 |
| General Geospatial Inference with a Population Dynamics Foundation Model | Nov 11, 2024 | BenchmarkingGraph Neural Network | CodeCode Available | 3 |
| Graph Neural Network Surrogates to leverage Mechanistic Expert Knowledge towards Reliable and Immediate Pandemic Response | Nov 10, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 2 |
| 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 |
| EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums | Nov 8, 2024 | Graph Neural NetworkLarge Language Model | CodeCode Available | 0 |