| Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction | Jun 27, 2024 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation | Oct 2, 2022 | Graph Neural NetworkPrivacy Preserving | CodeCode Available | 1 |
| Heterogeneous graph neural network for power allocation in multicarrier-division duplex cell-free massive MIMO systems | May 1, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling | Jun 9, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties | Sep 26, 2020 | Formation EnergyGraph Neural Network | CodeCode Available | 1 |
| Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity | May 2, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 |
| A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation | Jan 30, 2025 | ADP PredictionBand Gap | CodeCode Available | 1 |
| Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction | Jul 8, 2020 | Graph Neural Network | CodeCode Available | 1 |
| ADMET property prediction through combinations of molecular fingerprints | Sep 29, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 |
| Hierarchical Graph Pooling with Structure Learning | Nov 14, 2019 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Hierarchical Graph Representation Learning with Differentiable Pooling | Jun 22, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images | Jun 5, 2024 | Graph Neural NetworkMamba | CodeCode Available | 1 |
| HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method | Jan 12, 2021 | DecoderGraph Neural Network | CodeCode Available | 1 |
| Higher-Order Equivariant Neural Networks for Charge Density Prediction in Materials | Dec 8, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 1 |
| Hi-GMAE: Hierarchical Graph Masked Autoencoders | May 17, 2024 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 |
| Holistic 3D Scene Understanding from a Single Image with Implicit Representation | Mar 11, 2021 | 3D Object Detection3D Shape Reconstruction | CodeCode Available | 1 |
| How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View | Sep 24, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks | Aug 28, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| HRRPGraphNet: Make HRRPs to Be Graphs for Efficient Target Recognition | Jul 11, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set | Jun 27, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Company-as-Tribe: Company Financial Risk Assessment on Tribe-Style Graph with Hierarchical Graph Neural Networks | Jan 31, 2023 | Contrastive LearningGraph Learning | CodeCode Available | 1 |
| BUAA_BIGSCity: Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022 | Feb 22, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Coupled Graph ODE for Learning Interacting System Dynamics | Aug 14, 2021 | Graph Neural Network | CodeCode Available | 1 |
