| Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced training | Apr 19, 2021 | Node Property Prediction | CodeCode Available | 1 |
| Bag of Tricks for Node Classification with Graph Neural Networks | Mar 24, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning multi-resolution representations of research patterns in bibliographic networks | Feb 1, 2021 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 0 |
| Adaptive Graph Diffusion Networks | Dec 30, 2020 | GPULink Prediction | CodeCode Available | 1 |
| Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning | Dec 29, 2020 | Graph LearningNode Property Prediction | CodeCode Available | 0 |
| Scalable Graph Neural Networks for Heterogeneous Graphs | Nov 19, 2020 | Heterogeneous Node ClassificationNode Property Prediction | CodeCode Available | 1 |
| Combining Label Propagation and Simple Models Out-performs Graph Neural Networks | Oct 27, 2020 | Node ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs | CodeCode Available | 1 |
| Robust Optimization as Data Augmentation for Large-scale Graphs | Oct 19, 2020 | Data AugmentationGraph Classification | CodeCode Available | 1 |
| Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification | Sep 8, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 1 |
| Towards Deeper Graph Neural Networks | Jul 18, 2020 | AttributeGraph Neural Network | CodeCode Available | 1 |
