| Higher-order Structure Boosts Link Prediction on Temporal Graphs | May 21, 2025 | Dynamic Link PredictionGraph Learning | —Unverified | 0 |
| A PID-Controlled Tensor Wheel Decomposition Model for Dynamic Link Prediction | May 20, 2025 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning | Jan 14, 2025 | Abstention PredictionDynamic Link Prediction | —Unverified | 0 |
| Supra-Laplacian Encoding for Transformer on Dynamic Graphs | Sep 26, 2024 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
| Dynamic Link and Flow Prediction in Bank Transfer Networks | Sep 13, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs | Aug 13, 2024 | Dynamic Link PredictionDynamic Node Classification | —Unverified | 0 |
| DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models | Aug 8, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction | Jul 30, 2024 | Dynamic Link PredictionGraph Learning | —Unverified | 0 |
| Temporal receptive field in dynamic graph learning: A comprehensive analysis | Jul 17, 2024 | BenchmarkingDynamic Link Prediction | CodeCode Available | 0 |
| From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning | Jun 7, 2024 | Dynamic Link PredictionGraph Learning | —Unverified | 0 |
