| From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning | Jun 7, 2024 | Dynamic Link PredictionGraph Learning | —Unverified | 0 |
| Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms | May 27, 2024 | Binary ClassificationDynamic Link Prediction | CodeCode Available | 0 |
| Enhancing Cross-domain Link Prediction via Evolution Process Modeling | Feb 3, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers | Nov 30, 2023 | Dynamic Link PredictionGraph Representation Learning | —Unverified | 0 |
| New Perspectives on the Evaluation of Link Prediction Algorithms for Dynamic Graphs | Nov 30, 2023 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
| Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks | Nov 21, 2023 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
| Dynamic Link Prediction for New Nodes in Temporal Graph Networks | Oct 15, 2023 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Dynamic Graph Representation Learning via Edge Temporal States Modeling and Structure-reinforced Transformer | Apr 20, 2023 | Dynamic Link PredictionGraph Representation Learning | —Unverified | 0 |
| Towards Better Dynamic Graph Learning: New Architecture and Unified Library | Mar 23, 2023 | Dynamic Link PredictionDynamic Node Classification | CodeCode Available | 2 |
| EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning | Mar 22, 2023 | Dynamic Link PredictionDynamic Node Classification | CodeCode Available | 1 |
