| GrADE: A graph based data-driven solver for time-dependent nonlinear partial differential equations | Aug 24, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| ODAM: Object Detection, Association, and Mapping using Posed RGB Video | Aug 23, 2021 | 3D Object DetectionGraph Neural Network | CodeCode Available | 1 |
| TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction | Aug 20, 2021 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Learning to Match Features with Seeded Graph Matching Network | Aug 19, 2021 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
| Blockchain Phishing Scam Detection via Multi-channel Graph Classification | Aug 19, 2021 | ClassificationGraph Classification | —Unverified | 0 |
| 3D Shapes Local Geometry Codes Learning with SDF | Aug 19, 2021 | 3D geometry3D Shape Reconstruction | —Unverified | 0 |
| Graph Contrastive Learning for Anomaly Detection | Aug 17, 2021 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach | Aug 17, 2021 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch | Aug 16, 2021 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Coupled Graph ODE for Learning Interacting System Dynamics | Aug 14, 2021 | Graph Neural Network | CodeCode Available | 1 |