| Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples | Nov 10, 2022 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Empowering Graph Representation Learning with Paired Training and Graph Co-Attention | Sep 25, 2019 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction | Mar 13, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver | Apr 17, 2024 | Deep LearningGraph Neural Network | —Unverified | 0 | 0 |
| End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks | Apr 4, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning | Nov 24, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Energy-based Epistemic Uncertainty for Graph Neural Networks | Jun 6, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Enhanced sampling of Crystal Nucleation with Graph Representation Learnt Variables | Oct 11, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks | Oct 13, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 | 0 |
| Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics | Dec 25, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis | Oct 11, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques | Jul 20, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Enhancing material property prediction with ensemble deep graph convolutional networks | Jul 26, 2024 | Band GapFormation Energy | —Unverified | 0 | 0 |
| Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Nov 7, 2024 | Graph Neural NetworkImputation | —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 |
| Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach | Dec 17, 2024 | ClassificationDialogue Understanding | —Unverified | 0 | 0 |
| Enhancing Steering Estimation with Semantic-Aware GNNs | Mar 21, 2025 | Autonomous Drivinggraph construction | —Unverified | 0 | 0 |
| Ensemble Quadratic Assignment Network for Graph Matching | Mar 11, 2024 | 3D Shape ClassificationGPU | —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 |
| Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Nov 26, 2024 | EpidemiologyGraph Neural Network | —Unverified | 0 | 0 |
| EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator | Jun 6, 2025 | 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 |
| 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 |
| Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters | Jun 3, 2024 | Graph ClassificationGraph 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 |