| Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | Jun 13, 2024 | Node ClassificationNode Property Prediction | CodeCode Available | 2 |
| Temporal Graph Benchmark for Machine Learning on Temporal Graphs | Jul 3, 2023 | Node Property PredictionProperty Prediction | CodeCode Available | 2 |
| SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations | Jun 19, 2023 | Node Property PredictionPhilosophy | CodeCode Available | 2 |
| Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning | May 31, 2023 | Decision MakingGeneral Knowledge | CodeCode Available | 2 |
| Training Graph Neural Networks with 1000 Layers | Jun 14, 2021 | GPUGraph Sampling | CodeCode Available | 2 |
| Open Graph Benchmark: Datasets for Machine Learning on Graphs | May 2, 2020 | Knowledge GraphsNode Property Prediction | CodeCode Available | 2 |
| SSD: Single Shot MultiBox Detector | Dec 8, 2015 | LIDAR Semantic SegmentationLow-Light Image Enhancement | CodeCode Available | 2 |
| Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models | Jun 17, 2025 | AllNode Classification | CodeCode Available | 1 |
| Efficient Heterogeneous Graph Learning via Random Projection | Oct 23, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes | Sep 22, 2023 | Node ClassificationNode Property Prediction | CodeCode Available | 1 |
