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| TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning | Nov 23, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction | Nov 22, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Heterophilic Graph Neural Networks Optimization with Causal Message-passing | Nov 21, 2024 | Causal InferenceGraph Learning | —Unverified | 0 |
| Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Nov 21, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| 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 |
