| Towards Better Dynamic Graph Learning: New Architecture and Unified Library | Mar 23, 2023 | Dynamic Link PredictionDynamic Node Classification | CodeCode Available | 2 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 |
| Variational Graph Recurrent Neural Networks | Aug 26, 2019 | AttributeDynamic Link Prediction | CodeCode Available | 1 |
| Towards Better Evaluation for Dynamic Link Prediction | Jul 20, 2022 | Dynamic Link PredictionLink Prediction | CodeCode Available | 1 |
| Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation | Mar 30, 2022 | Dynamic Link PredictionSequential Recommendation | CodeCode Available | 1 |
| EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning | Mar 22, 2023 | Dynamic Link PredictionDynamic Node Classification | CodeCode Available | 1 |
| Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction | Apr 24, 2022 | Dynamic Link PredictionEdge Detection | CodeCode Available | 1 |
| Benchmarking Graph Neural Networks on Dynamic Link Prediction | Sep 29, 2021 | BenchmarkingDynamic Link Prediction | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | Feb 26, 2019 | Dynamic Link PredictionEdge Classification | CodeCode Available | 1 |
| Evaluating Link Prediction Accuracy on Dynamic Networks with Added and Removed Edges | Jul 25, 2016 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Semi-supervised Graph Embedding Approach to Dynamic Link Prediction | Oct 14, 2016 | Dynamic Link PredictionGraph Embedding | —Unverified | 0 |
| A PID-Controlled Tensor Wheel Decomposition Model for Dynamic Link Prediction | May 20, 2025 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| A Survey on Embedding Dynamic Graphs | Jan 4, 2021 | Anomaly DetectionDynamic graph embedding | —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 |
| DBGDGM: Dynamic Brain Graph Deep Generative Model | Jan 26, 2023 | Dynamic Link PredictionFunctional Connectivity | —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 |
| Dynamic Link and Flow Prediction in Bank Transfer Networks | Sep 13, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Dynamic Link Prediction for New Nodes in Temporal Graph Networks | Oct 15, 2023 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction | Oct 8, 2021 | Backdoor AttackDynamic Link Prediction | —Unverified | 0 |
| Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey | May 13, 2020 | Dynamic Link PredictionEpidemiology | —Unverified | 0 |
| From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning | Jun 7, 2024 | Dynamic Link PredictionGraph Learning | —Unverified | 0 |
| GRADE: Graph Dynamic Embedding | Jul 16, 2020 | Community DetectionDynamic Community Detection | —Unverified | 0 |
| Higher-order Structure Boosts Link Prediction on Temporal Graphs | May 21, 2025 | Dynamic Link PredictionGraph Learning | —Unverified | 0 |
