| Self-Explainable Graph Transformer for Link Sign Prediction | Aug 16, 2024 | Decision MakingLink Sign Prediction | CodeCode Available | 1 | 5 |
| Signed Bipartite Graph Neural Networks | Aug 22, 2021 | Link Sign PredictionNetwork Embedding | CodeCode Available | 1 | 5 |
| Signed Graph Attention Networks | Jun 26, 2019 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 | 5 |
| Learning Opinion Dynamics From Social Traces | Jun 2, 2020 | Graph MiningLink Sign Prediction | CodeCode Available | 1 | 5 |
| Enhancing Signed Graph Neural Networks through Curriculum-Based Training | Oct 17, 2023 | Link Sign PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Decoupled Variational Embedding for Signed Directed Networks | Aug 28, 2020 | Link Sign PredictionNode Classification | CodeCode Available | 0 | 5 |
| Deep Network Embedding for Graph Representation Learning in Signed Networks | Jan 7, 2019 | Community DetectionGraph Mining | CodeCode Available | 0 | 5 |
| CSGDN: Contrastive Signed Graph Diffusion Network for Predicting Crop Gene-phenotype Associations | Oct 10, 2024 | Contrastive LearningLink Prediction | CodeCode Available | 0 | 5 |
| Signed Graph Neural Networks: A Frequency Perspective | Aug 15, 2022 | Link Sign PredictionNode Classification | —Unverified | 0 | 0 |
| Representation Learning in Continuous-Time Dynamic Signed Networks | Jul 7, 2022 | Graph Neural NetworkLink Sign Prediction | —Unverified | 0 | 0 |
| Adversarial Robustness of Link Sign Prediction in Signed Graphs | Jan 19, 2024 | Adversarial RobustnessContrastive Learning | —Unverified | 0 | 0 |
| wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction | Sep 21, 2021 | Graph AttentionLink Prediction | —Unverified | 0 | 0 |
| A Graph Convolution for Signed Directed Graphs | Aug 23, 2022 | Link Sign Prediction | —Unverified | 0 | 0 |
| A Signed Subgraph Encoding Approach via Linear Optimization for Link Sign Prediction | May 17, 2023 | Link Sign PredictionPrediction | —Unverified | 0 | 0 |
| DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks | Sep 29, 2024 | Data AugmentationLink Sign Prediction | —Unverified | 0 | 0 |
| Effective and Lightweight Representation Learning for Link Sign Prediction in Signed Bipartite Graphs | Dec 25, 2024 | Link Sign PredictionRepresentation Learning | —Unverified | 0 | 0 |
| Graph Spring Neural ODEs for Link Sign Prediction | Dec 17, 2024 | Graph AttentionLink Sign Prediction | —Unverified | 0 | 0 |
| KAN KAN Buff Signed Graph Neural Networks? | Jan 1, 2025 | Community DetectionGraph Representation Learning | —Unverified | 0 | 0 |
| SGA: A Graph Augmentation Method for Signed Graph Neural Networks | Oct 15, 2023 | Data AugmentationGraph Representation Learning | —Unverified | 0 | 0 |
| Signed Graph Diffusion Network | Dec 28, 2020 | Graph Neural NetworkLink Sign Prediction | —Unverified | 0 | 0 |
