兰州大学机构库

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基于图神经网络的异构网络链路预测方法研究 学位论文
工程硕士, 兰州: 兰州大学, 2023
Authors:  赵云聪
Favorite  |    Submit date:2023/11/15
链路预测  Link prediction  异配网络  Heterophily networks  异构网络  Heterogeneous networks  图神经网络  Graph neural networks  元路径  Metapath  网络重构  Network reconstruction  
Dynamic link prediction by learning the representation of node-pair via graph neural networks 期刊论文
Expert Systems with Applications, 2024, 卷号: 241
Authors:  Dong, Hu;  Li, LJ(李龙杰);  Tian, Dongwen;  Sun, Yiyang;  Zhao, Yuncong
Favorite  |    Submit date:2024/01/15
Forecasting  Graph theory  Knowledge management  Dynamic links  Dynamic nature  Dynamic network  Dynamic network analysis  Graph neural networks  Link prediction  Node pairs  Real-world networks  Representation learning  Static networks  
Link prediction in heterogeneous networks based on metapath projection and aggregation 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 227
Authors:  Zhao, Yuncong;  Sun, Yiyang;  Huang, Yaning;  Li, LJ(李龙杰);  Dong, Hu
Favorite  |    Submit date:2023/07/18
Forecasting  Graph embeddings  Graph theory  Graphic methods  Heterogeneous networks  Semantics  Embeddings  Graph neural networks  Learn+  Link prediction  Metapath  Network-based  Node pairs  Prediction methods  Research topics  Semantic graphs