| HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers | Nov 30, 2023 | Dynamic Link PredictionGraph Representation Learning | —Unverified | 0 |
| Learning Representation over Dynamic Graph using Aggregation-Diffusion Mechanism | Jun 3, 2021 | Dynamic Link PredictionKnowledge Graphs | —Unverified | 0 |
| Enhancing Cross-domain Link Prediction via Evolution Process Modeling | Feb 3, 2024 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning | Jan 14, 2025 | Abstention PredictionDynamic Link 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 |
| Representation Learning over Dynamic Graphs | Mar 11, 2018 | Dynamic Link PredictionLink Prediction | —Unverified | 0 |
| Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms | May 27, 2024 | Binary ClassificationDynamic Link 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 |
| Temporal receptive field in dynamic graph learning: A comprehensive analysis | Jul 17, 2024 | BenchmarkingDynamic Link Prediction | CodeCode Available | 0 |
| dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning | Sep 7, 2018 | Dynamic Link PredictionGraph Representation Learning | CodeCode Available | 0 |
| DyG2Vec: Efficient Representation Learning for Dynamic Graphs | Oct 30, 2022 | Dynamic Link PredictionDynamic Node Classification | CodeCode Available | 0 |
| DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster Structure | Oct 23, 2022 | Dynamic Link PredictionGraph Embedding | CodeCode Available | 0 |
| Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions | Sep 23, 2019 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
| Supra-Laplacian Encoding for Transformer on Dynamic Graphs | Sep 26, 2024 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
| DyRep: Learning Representations over Dynamic Graphs | May 1, 2019 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
| New Perspectives on the Evaluation of Link Prediction Algorithms for Dynamic Graphs | Nov 30, 2023 | Dynamic Link PredictionLink Prediction | CodeCode Available | 0 |
