| Multi-Modal UAV Detection, Classification and Tracking Algorithm -- Technical Report for CVPR 2024 UG2 Challenge | May 26, 2024 | ClassificationEdge Classification | CodeCode Available | 2 | 5 |
| DiGress: Discrete Denoising diffusion for graph generation | Sep 29, 2022 | DenoisingEdge Classification | CodeCode Available | 2 | 5 |
| Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks | Feb 21, 2023 | Edge ClassificationLink Prediction | CodeCode Available | 1 | 5 |
| High Pileup Particle Tracking with Object Condensation | Dec 6, 2023 | Edge ClassificationObject | CodeCode Available | 1 | 5 |
| GRAPE for Fast and Scalable Graph Processing and random walk-based Embedding | Oct 12, 2021 | Edge ClassificationGraph Representation Learning | CodeCode Available | 1 | 5 |
| 3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking | Aug 12, 2023 | 3D Multi-Object TrackingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Learning and Reasoning with the Graph Structure Representation in Robotic Surgery | Jul 7, 2020 | Edge ClassificationGraph Generation | CodeCode Available | 1 | 5 |
| Global Self-Attention as a Replacement for Graph Convolution | Aug 7, 2021 | Edge ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| HEAT: Holistic Edge Attention Transformer for Structured Reconstruction | Nov 30, 2021 | Edge ClassificationExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 | 5 |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | Feb 26, 2019 | Dynamic Link PredictionEdge Classification | CodeCode Available | 1 | 5 |
| Graph Neural Network for Cell Tracking in Microscopy Videos | Feb 9, 2022 | 3D Multi-Object TrackingCell Tracking | CodeCode Available | 1 | 5 |
| STaCK: Sentence Ordering with Temporal Commonsense Knowledge | Sep 6, 2021 | Edge ClassificationSentence | CodeCode Available | 1 | 5 |
| Scaling Graph Neural Networks for Particle Track Reconstruction | Apr 7, 2025 | Edge ClassificationGPU | CodeCode Available | 1 | 5 |
| DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs | Jun 17, 2024 | Dynamic graph embeddingEdge Classification | CodeCode Available | 1 | 5 |
| Unmixing Convolutional Features for Crisp Edge Detection | Nov 19, 2020 | Edge ClassificationEdge Detection | CodeCode Available | 1 | 5 |
| Charged particle tracking via edge-classifying interaction networks | Mar 30, 2021 | Edge Classificationgraph construction | CodeCode Available | 1 | 5 |
| Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm | Nov 27, 2019 | Edge ClassificationEdge Detection | CodeCode Available | 0 | 5 |
| A Framework for Large Scale Synthetic Graph Dataset Generation | Oct 4, 2022 | BenchmarkingDataset Generation | CodeCode Available | 0 | 5 |
| Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints | Oct 26, 2020 | ClassificationEdge Classification | CodeCode Available | 0 | 5 |
| A GREAT Architecture for Edge-Based Graph Problems Like TSP | Aug 29, 2024 | Combinatorial OptimizationEdge Classification | CodeCode Available | 0 | 5 |
| Graph Representation Learning Beyond Node and Homophily | Mar 3, 2022 | Edge ClassificationGraph Embedding | CodeCode Available | 0 | 5 |
| Classifying Dyads for Militarized Conflict Analysis | Sep 27, 2021 | ArticlesEdge Classification | CodeCode Available | 0 | 5 |
| LaneNet: Real-Time Lane Detection Networks for Autonomous Driving | Jul 4, 2018 | Autonomous DrivingEdge Classification | CodeCode Available | 0 | 5 |
| Adaptive Edge Attention for Graph Matching with Outliers | Aug 19, 2021 | Edge ClassificationGraph Matching | CodeCode Available | 0 | 5 |
| Edge Classification on Graphs: New Directions in Topological Imbalance | Jun 17, 2024 | ClassificationEdge Classification | CodeCode Available | 0 | 5 |
