| Recovering Barabási-Albert Parameters of Graphs through Disentanglement | May 3, 2021 | DecoderDisentanglement | CodeCode Available | 0 |
| Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory | Oct 6, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection | Mar 3, 2021 | Community DetectionGraph Neural Network | CodeCode Available | 0 |
| High-order structure preserving graph neural network for few-shot learning | May 29, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings | May 16, 2023 | Graph Neural NetworkKeyphrase Extraction | CodeCode Available | 0 |
| MARS: Markov Molecular Sampling for Multi-objective Drug Discovery | Mar 18, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |
| Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks | Nov 15, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| USER: Unsupervised Structural Entropy-based Robust Graph Neural Network | Feb 12, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Hierarchical Graph Neural Networks for Particle Track Reconstruction | Mar 3, 2023 | Graph Neural Network | CodeCode Available | 0 |
| BernGraph: Probabilistic Graph Neural Networks for EHR-based Medication Recommendations | Aug 18, 2024 | Graph Neural Network | CodeCode Available | 0 |
| AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction | May 29, 2025 | Computational EfficiencyData Augmentation | CodeCode Available | 0 |
| MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction | Jul 13, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models | Jun 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction | Oct 1, 2023 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| Maximum Independent Set: Self-Training through Dynamic Programming | Oct 28, 2023 | Graph Neural Network | CodeCode Available | 0 |
| AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models | Aug 14, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence | Dec 1, 2022 | Graph Neural NetworkIntent Detection | CodeCode Available | 0 |
| Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators | Nov 8, 2022 | GPUGraph Neural Network | CodeCode Available | 0 |
| Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis | Nov 4, 2024 | Graph Neural Network | CodeCode Available | 0 |
| AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network | Jan 8, 2023 | AttributeGraph Learning | CodeCode Available | 0 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| MedGCN: Medication recommendation and lab test imputation via graph convolutional networks | Mar 31, 2019 | Graph Neural NetworkImputation | CodeCode Available | 0 |
| Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation | Sep 9, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 |
| Sparsifying the Update Step in Graph Neural Networks | Sep 2, 2021 | Graph Neural Network | CodeCode Available | 0 |
