| Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics | Dec 25, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis | Oct 11, 2024 | Graph Neural Network | —Unverified | 0 |
| Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques | Jul 20, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Enhancing material property prediction with ensemble deep graph convolutional networks | Jul 26, 2024 | Band GapFormation Energy | —Unverified | 0 |
| Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Nov 7, 2024 | Graph Neural NetworkImputation | —Unverified | 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 |
| Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach | Dec 17, 2024 | ClassificationDialogue Understanding | —Unverified | 0 |
| Enhancing Steering Estimation with Semantic-Aware GNNs | Mar 21, 2025 | Autonomous Drivinggraph construction | —Unverified | 0 |
| Ensemble Quadratic Assignment Network for Graph Matching | Mar 11, 2024 | 3D Shape ClassificationGPU | —Unverified | 0 |
| Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion | Nov 1, 2023 | AttributeEntity Alignment | —Unverified | 0 |
| Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Nov 26, 2024 | EpidemiologyGraph Neural Network | —Unverified | 0 |
| EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator | Jun 6, 2025 | Graph Neural Network | —Unverified | 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 |
| 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 |
| Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters | Jun 3, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters | Dec 26, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding | Jun 30, 2024 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition | May 7, 2024 | Emotion RecognitionGraph 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 |
| Estimating the parameters of epidemic spread on two-layer random graphs: a classical and a neural network approach | Mar 3, 2023 | Graph Neural Network | —Unverified | 0 |
| Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate | Feb 7, 2025 | Graph Neural Network | —Unverified | 0 |
| ETA Prediction with Graph Neural Networks in Google Maps | Aug 25, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Ethereum Fraud Detection with Heterogeneous Graph Neural Networks | Mar 23, 2022 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods | May 5, 2024 | Graph Neural NetworkSign Language Translation | —Unverified | 0 |
| Evaluating Financial Relational Graphs: Interpretation Before Prediction | Sep 28, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Evaluating Text Coherence at Sentence and Paragraph Levels | Jun 5, 2020 | Graph Neural NetworkSentence | —Unverified | 0 |
| Dynamic Fault Characteristics Evaluation in Power Grid | Nov 28, 2023 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision | Apr 30, 2024 | Event-based visionGraph Neural Network | —Unverified | 0 |
| Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory | May 24, 2022 | Event DetectionGraph Neural Network | —Unverified | 0 |
| EvoNet: A Neural Network for Predicting the Evolution of Dynamic Graphs | Mar 2, 2020 | Graph MiningGraph Neural Network | —Unverified | 0 |
| EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data | Sep 30, 2020 | Graph Neural Network | —Unverified | 0 |
| Expediting Distributed DNN Training with Device Topology-Aware Graph Deployment | Feb 13, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Self-explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction | Sep 12, 2023 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification | Jul 27, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks | Jul 2, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Exploiting Edge Features for Graph Neural Networks | Jun 1, 2019 | General ClassificationGraph Attention | —Unverified | 0 |
| Exploiting Edge Features in Graph Neural Networks | Sep 7, 2018 | General ClassificationGraph Attention | —Unverified | 0 |
| Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs | Jun 6, 2024 | Adversarial DefenseGraph Neural Network | —Unverified | 0 |
| Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing | Oct 25, 2020 | Graph Neural Network | —Unverified | 0 |
| Exploiting Positional Information for Session-based Recommendation | Jul 2, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning | Jun 30, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| Exploring Graph Neural Networks for Indian Legal Judgment Prediction | Oct 19, 2023 | FairnessGraph Neural Network | —Unverified | 0 |
| Exploring structure diversity in atomic resolution microscopy with graph neural networks | Oct 23, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network | Jan 16, 2022 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry | Nov 25, 2022 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Face-to-Face Contrastive Learning for Social Intelligence Question-Answering | Jul 29, 2022 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Factor Graph Neural Networks | Aug 2, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| FAIR AI Models in High Energy Physics | Dec 9, 2022 | Graph Neural Networkscientific discovery | —Unverified | 0 |
| FairGAT: Fairness-aware Graph Attention Networks | Mar 26, 2023 | FairnessGraph Attention | —Unverified | 0 |
| Fair Graph Neural Network with Supervised Contrastive Regularization | Apr 9, 2024 | counterfactualFairness | —Unverified | 0 |