| Strong Transitivity Relations and Graph Neural Networks | Jan 1, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| On Discprecncies between Perturbation Evaluations of Graph Neural Network Attributions | Jan 1, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Saliency-Aware Regularized Graph Neural Network | Jan 1, 2024 | ClassificationGraph Classification | —Unverified | 0 |
| Generating High-Precision Force Fields for Molecular Dynamics Simulations to Study Chemical Reaction Mechanisms using Molecular Configuration Transformer | Dec 31, 2023 | Graph Neural Network | —Unverified | 0 |
| Dynamic multi-graph neural network for traffic flow prediction incorporating traffic accidents | Dec 30, 2023 | Graph Neural Network | —Unverified | 0 |
| ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph | Dec 30, 2023 | Graph Neural NetworkLanguage Modelling | CodeCode Available | 0 |
| Physics-informed Graphical Neural Network for Power System State Estimation | Dec 29, 2023 | Graph Neural NetworkState Estimation | —Unverified | 0 |
| A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1 | Dec 29, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Molecular Property Prediction Based on Graph Structure Learning | Dec 28, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNs | Dec 27, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
