| 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 |
| ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding | Jun 30, 2024 | Graph GenerationGraph 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 |
| Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nov 19, 2024 | Graph Neural Network | —Unverified | 0 | 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 | 0 |
| Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate | Feb 7, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
