| DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs | Jun 17, 2024 | Dynamic graph embeddingEdge Classification | CodeCode Available | 1 |
| Parameter-free Dynamic Graph Embedding for Link Prediction | Oct 15, 2022 | AttributeDynamic graph embedding | CodeCode Available | 1 |
| K-Core based Temporal Graph Convolutional Network for Dynamic Graphs | Mar 22, 2020 | Dynamic graph embeddingGraph Embedding | CodeCode Available | 1 |
| A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers | Dec 15, 2024 | Computational EfficiencyDynamic graph embedding | —Unverified | 0 |
| Non-Progressive Influence Maximization in Dynamic Social Networks | Dec 10, 2024 | Deep Reinforcement LearningDynamic graph embedding | —Unverified | 0 |
| Local Intrinsic Dimensionality for Dynamic Graph Embeddings | Nov 25, 2024 | Dynamic graph embeddingGraph Embedding | —Unverified | 0 |
| Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories | Jun 25, 2024 | Dynamic graph embeddingEpidemiology | —Unverified | 0 |
| Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach | Jun 19, 2024 | Dynamic graph embeddingFairness | CodeCode Available | 0 |
| Valid Conformal Prediction for Dynamic GNNs | May 29, 2024 | Conformal PredictionDynamic graph embedding | CodeCode Available | 0 |
| DySuse: Susceptibility Estimation in Dynamic Social Networks | Aug 21, 2023 | Dynamic graph embeddingGraph Embedding | —Unverified | 0 |
| TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers | Jul 5, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 |
| ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives | Jun 4, 2023 | ArticlesDynamic graph embedding | —Unverified | 0 |
| Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution | Jul 1, 2022 | Dynamic graph embeddingGraph Embedding | —Unverified | 0 |
| WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows | Nov 22, 2021 | Dynamic graph embeddingGraph Embedding | —Unverified | 0 |
| DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs | Sep 28, 2021 | DiversityDynamic graph embedding | CodeCode Available | 0 |
| Data-driven Smart Ponzi Scheme Detection | Aug 20, 2021 | Dynamic graph embeddingFeature Engineering | —Unverified | 0 |
| DyGCN: Dynamic Graph Embedding with Graph Convolutional Network | Apr 7, 2021 | Dynamic graph embeddingGraph Embedding | —Unverified | 0 |
| FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding | Feb 27, 2021 | Dynamic graph embeddingGraph Embedding | CodeCode Available | 0 |
| A Survey on Embedding Dynamic Graphs | Jan 4, 2021 | Anomaly DetectionDynamic graph embedding | —Unverified | 0 |
| Understanding graph embedding methods and their applications | Dec 15, 2020 | Community DetectionDynamic graph embedding | —Unverified | 0 |
| Dynamic Graph Embedding via LSTM History Tracking | Nov 5, 2019 | Anomaly DetectionDynamic graph embedding | —Unverified | 0 |
| Learning event representations for temporal segmentation of image sequences by dynamic graph embedding | Oct 8, 2019 | Domain AdaptationDynamic graph embedding | —Unverified | 0 |
| FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings | Apr 6, 2019 | Dynamic graph embeddingGraph Embedding | CodeCode Available | 0 |
| DynamicGEM: A Library for Dynamic Graph Embedding Methods | Nov 26, 2018 | Dynamic graph embeddingGeneral Classification | CodeCode Available | 0 |
