| DiGress: Discrete Denoising diffusion for graph generation | Sep 29, 2022 | DenoisingEdge Classification | CodeCode Available | 2 |
| Multi-Modal UAV Detection, Classification and Tracking Algorithm -- Technical Report for CVPR 2024 UG2 Challenge | May 26, 2024 | ClassificationEdge Classification | CodeCode Available | 2 |
| Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks | Feb 21, 2023 | Edge ClassificationLink Prediction | 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 |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | Feb 26, 2019 | Dynamic Link PredictionEdge Classification | CodeCode Available | 1 |
| 3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking | Aug 12, 2023 | 3D Multi-Object TrackingAutonomous Vehicles | CodeCode Available | 1 |
| High Pileup Particle Tracking with Object Condensation | Dec 6, 2023 | Edge ClassificationObject | CodeCode Available | 1 |
| Global Self-Attention as a Replacement for Graph Convolution | Aug 7, 2021 | Edge ClassificationGraph Classification | CodeCode Available | 1 |
| Scaling Graph Neural Networks for Particle Track Reconstruction | Apr 7, 2025 | Edge ClassificationGPU | CodeCode Available | 1 |
| Unmixing Convolutional Features for Crisp Edge Detection | Nov 19, 2020 | Edge ClassificationEdge Detection | CodeCode Available | 1 |
| Graph Neural Network for Cell Tracking in Microscopy Videos | Feb 9, 2022 | 3D Multi-Object TrackingCell Tracking | CodeCode Available | 1 |
| STaCK: Sentence Ordering with Temporal Commonsense Knowledge | Sep 6, 2021 | Edge ClassificationSentence | CodeCode Available | 1 |
| HEAT: Holistic Edge Attention Transformer for Structured Reconstruction | Nov 30, 2021 | Edge ClassificationExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 |
| DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs | Jun 17, 2024 | Dynamic graph embeddingEdge Classification | CodeCode Available | 1 |
| Learning and Reasoning with the Graph Structure Representation in Robotic Surgery | Jul 7, 2020 | Edge ClassificationGraph Generation | CodeCode Available | 1 |
| Charged particle tracking via edge-classifying interaction networks | Mar 30, 2021 | Edge Classificationgraph construction | CodeCode Available | 1 |
| Disentangling Popularity and Quality: An Edge Classification Approach for Fair Recommendation | Jan 6, 2025 | Edge ClassificationFairness | —Unverified | 0 |
| AttrE2vec: Unsupervised Attributed Edge Representation Learning | Dec 29, 2020 | ClusteringEdge Classification | —Unverified | 0 |
| Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs | Sep 30, 2022 | Edge ClassificationLink Prediction | —Unverified | 0 |
| GRANDE: a neural model over directed multigraphs with application to anti-money laundering | Feb 4, 2023 | Edge ClassificationGraph Representation Learning | —Unverified | 0 |
| 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 |
| Leaf segmentation through the classification of edges | Apr 5, 2019 | ClassificationEdge Classification | —Unverified | 0 |
| Evince the artifacts of Spoof Speech by blending Vocal Tract and Voice Source Features | Dec 5, 2022 | Edge Classification | —Unverified | 0 |
| Deep Multi-Scale Feature Learning for Defocus Blur Estimation | Sep 24, 2020 | Edge Classification | —Unverified | 0 |
| EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction | Jul 18, 2024 | Edge ClassificationGraph Attention | —Unverified | 0 |
