| Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation | Dec 1, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 |
| PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images | Nov 30, 2021 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 1 |
| Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces | Nov 27, 2021 | BenchmarkingGraph Attention | CodeCode Available | 1 |
| Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms | Nov 26, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| DeepGate: Learning Neural Representations of Logic Gates | Nov 26, 2021 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Explaining machine-learned particle-flow reconstruction | Nov 24, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups | Nov 23, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Simplifying approach to Node Classification in Graph Neural Networks | Nov 12, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction | Nov 11, 2021 | Autonomous VehiclesGraph Embedding | CodeCode Available | 1 |
