| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 | 5 |
| Instant Representation Learning for Recommendation over Large Dynamic Graphs | May 22, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation | Jun 10, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nov 19, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition | May 7, 2024 | Emotion RecognitionGraph Neural Network | —Unverified | 0 | 0 |
| ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding | Jun 30, 2024 | Graph GenerationGraph Neural Network | —Unverified | 0 | 0 |
| Classifying Component Function in Product Assemblies with Graph Neural Networks | Jul 8, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network | Feb 19, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 | 0 |
| ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters | Dec 26, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Classification of vertices on social networks by multiple approaches | Jan 13, 2023 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks | May 26, 2025 | DiversityGraph Neural Network | —Unverified | 0 | 0 |
| Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters | Jun 3, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph | Apr 12, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| 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 | 0 |
| EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator | Jun 6, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Chordless Structure: A Pathway to Simple and Expressive GNNs | May 25, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Anomaly-resistant Graph Neural Networks via Neural Architecture Search | Nov 22, 2021 | Graph Neural NetworkNeural Architecture Search | —Unverified | 0 | 0 |
| Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Nov 26, 2024 | EpidemiologyGraph Neural Network | —Unverified | 0 | 0 |
| Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion | Nov 1, 2023 | AttributeEntity Alignment | —Unverified | 0 | 0 |
| Ensemble Quadratic Assignment Network for Graph Matching | Mar 11, 2024 | 3D Shape ClassificationGPU | —Unverified | 0 | 0 |
| Chinese Word Segmentation with Heterogeneous Graph Neural Network | Jan 22, 2022 | Chinese Word SegmentationGraph Neural Network | —Unverified | 0 | 0 |
| Enhancing Steering Estimation with Semantic-Aware GNNs | Mar 21, 2025 | Autonomous Drivinggraph construction | —Unverified | 0 | 0 |
| Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach | Dec 17, 2024 | ClassificationDialogue Understanding | —Unverified | 0 | 0 |
| Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management | May 6, 2024 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization | Jan 10, 2025 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |