| Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection | Oct 17, 2023 | Community DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 | 0 |
| Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation | Feb 12, 2025 | Domain AdaptationGraph Classification | —Unverified | 0 | 0 |
| Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG | May 29, 2025 | EEGFeature Importance | —Unverified | 0 | 0 |
| Comprehensive Analysis of Over-smoothing in Graph Neural Networks from Markov Chains Perspective | Nov 12, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| DPGNN: Dual-Perception Graph Neural Network for Representation Learning | Oct 15, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Multi-View Graph Neural Networks for Molecular Property Prediction | May 17, 2020 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| Dual Information Enhanced Multi-view Attributed Graph Clustering | Nov 28, 2022 | AttributeClustering | —Unverified | 0 | 0 |
| Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images | May 7, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 | 0 |
| Analysis of different temporal graph neural network configurations on dynamic graphs | May 2, 2023 | Graph Neural NetworkNode Regression | —Unverified | 0 | 0 |
