| Edge2Node: Reducing Edge Prediction to Node Classification | Nov 6, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Temporal graph models fail to capture global temporal dynamics | Sep 27, 2023 | Link Property PredictionProperty Prediction | CodeCode Available | 0 |
| Path-aware Siamese Graph Neural Network for Link Prediction | Aug 10, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning | Dec 22, 2021 | Link PredictionLink Property Prediction | CodeCode Available | 0 |
| Pairwise Learning for Neural Link Prediction | Dec 6, 2021 | Learning-To-RankLink Prediction | CodeCode Available | 1 |
| VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization | Oct 27, 2021 | Link PredictionLink Property Prediction | CodeCode Available | 1 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction | Jun 13, 2021 | Graph Neural NetworkInductive Relation Prediction | CodeCode Available | 1 |
| Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities | Jun 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
