| A Framework for Large Scale Synthetic Graph Dataset Generation | Oct 4, 2022 | BenchmarkingDataset Generation | CodeCode Available | 0 |
| Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs | Sep 30, 2022 | Edge ClassificationLink Prediction | —Unverified | 0 |
| DiGress: Discrete Denoising diffusion for graph generation | Sep 29, 2022 | DenoisingEdge Classification | CodeCode Available | 2 |
| PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking? | Aug 3, 2022 | 3D Multi-Object TrackingEdge Classification | —Unverified | 0 |
| Efficient and effective training of language and graph neural network models | Jun 22, 2022 | Edge ClassificationGraph Neural Network | —Unverified | 0 |
| Revisiting the role of heterophily in graph representation learning: An edge classification perspective | May 23, 2022 | Edge ClassificationGraph Learning | —Unverified | 0 |
| Graph Representation Learning Beyond Node and Homophily | Mar 3, 2022 | Edge ClassificationGraph Embedding | CodeCode Available | 0 |
| Graph Neural Network for Cell Tracking in Microscopy Videos | Feb 9, 2022 | 3D Multi-Object TrackingCell Tracking | CodeCode Available | 1 |
| Artificial Intelligence based tool wear and defect prediction for special purpose milling machinery using low-cost acceleration sensor retrofits | Feb 7, 2022 | Edge Classification | —Unverified | 0 |
| Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks | Dec 14, 2021 | ClassificationEdge Classification | —Unverified | 0 |
| HEAT: Holistic Edge Attention Transformer for Structured Reconstruction | Nov 30, 2021 | Edge ClassificationExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 |
| GRAPE for Fast and Scalable Graph Processing and random walk-based Embedding | Oct 12, 2021 | Edge ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Classifying Dyads for Militarized Conflict Analysis | Sep 27, 2021 | ArticlesEdge Classification | CodeCode Available | 0 |
| STaCK: Sentence Ordering with Temporal Commonsense Knowledge | Sep 6, 2021 | Edge ClassificationSentence | CodeCode Available | 1 |
| Adaptive Edge Attention for Graph Matching with Outliers | Aug 19, 2021 | Edge ClassificationGraph Matching | CodeCode Available | 0 |
| Global Self-Attention as a Replacement for Graph Convolution | Aug 7, 2021 | Edge ClassificationGraph Classification | CodeCode Available | 1 |
| Charged particle tracking via edge-classifying interaction networks | Mar 30, 2021 | Edge Classificationgraph construction | CodeCode Available | 1 |
| AttrE2vec: Unsupervised Attributed Edge Representation Learning | Dec 29, 2020 | ClusteringEdge Classification | —Unverified | 0 |
| Analyzing the Performance of Graph Neural Networks with Pipe Parallelism | Dec 20, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Unmixing Convolutional Features for Crisp Edge Detection | Nov 19, 2020 | Edge ClassificationEdge Detection | CodeCode Available | 1 |
| Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints | Oct 26, 2020 | ClassificationEdge Classification | CodeCode Available | 0 |
| Deep Multi-Scale Feature Learning for Defocus Blur Estimation | Sep 24, 2020 | Edge Classification | —Unverified | 0 |
| Learning and Reasoning with the Graph Structure Representation in Robotic Surgery | Jul 7, 2020 | Edge ClassificationGraph Generation | CodeCode Available | 1 |
| LoCEC: Local Community-based Edge Classification in Large Online Social Networks | Feb 11, 2020 | ClassificationCommunity Detection | —Unverified | 0 |
| Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm | Nov 27, 2019 | Edge ClassificationEdge Detection | CodeCode Available | 0 |
