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Improving the Homophily of Heterophilic Graphs for Semi-Supervised Node Classification 会议论文
, Brisbane, Australia, 2023-7-10
Authors:  Wang YH(王玉虎);  Xiang SM(向世明);  Pan CH(潘春洪)
Adobe PDF(1487Kb)  |  Favorite  |  View/Download:52/15  |  Submit date:2024/06/17
graph neural networks  graph mining  homophily and heterophily  
异配图特征学习及其应用研究 学位论文
, 2024
Authors:  王玉虎
Adobe PDF(20272Kb)  |  Favorite  |  View/Download:59/0  |  Submit date:2024/06/17
深度学习  图卷积神经网络  同配图和异配图  图特征学习  交通流量预测  
Graph convolutional network with tree-guided anisotropic message passing 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 909-924
Authors:  Wang, Ruixiang;  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:49/0  |  Submit date:2023/11/17
Deep learning  Graph convolutional networks  Graph structure learning  Anisotropic message passing  
Subgraph-aware graph structure revision for spatial-temporal graph modeling 期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
Authors:  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1781Kb)  |  Favorite  |  View/Download:198/9  |  Submit date:2023/01/09
Graph structure learning  Graph neural network  Spatial-temporal graph modeling  
TVGCN: Time-variant graph convolutional network for traffic forecasting 期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
Authors:  Wang, Yuhu;  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(2050Kb)  |  Favorite  |  View/Download:225/6  |  Submit date:2022/06/06
Spatial-temporal correlation  Graph convolutional network  Traffic forecasting