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Human activity recognition by manifold regularization based dynamic graph convolutional networks Journal article
Liu, Weifeng, Fu, Sichao, Zhou, Yicong, Zha, Zheng Jun, Nie, Liqiang. Human activity recognition by manifold regularization based dynamic graph convolutional networks[J]. NEUROCOMPUTING, 2021, 444, 217-225.
Authors:  Liu, Weifeng;  Fu, Sichao;  Zhou, Yicong;  Zha, Zheng Jun;  Nie, Liqiang
Favorite | TC[WOS]:23 TC[Scopus]:26  IF:5.5/5.5 | Submit date：2021/12/08
Graph Convolutional Networks  Human Activity Recognition  Semi-supervised Learning  
HesGCN: Hessian graph convolutional networks for semi-supervised classification Journal article
Fu, Sichao, Liu, Weifeng, Tao, Dapeng, Zhou, Yicong, Nie, Liqiang. HesGCN: Hessian graph convolutional networks for semi-supervised classification[J]. Information Sciences, 2020, 514, 484-498.
Authors:  Fu, Sichao;  Liu, Weifeng;  Tao, Dapeng;  Zhou, Yicong;  Nie, Liqiang
Favorite | TC[WOS]:49 TC[Scopus]:51  IF:0/0 | Submit date：2021/12/06
Graph Convolutional Networks  Hessian  Manifold Assumption  Semi-supervised Learning  
HpLapGCN: Hypergraph p-Laplacian graph convolutional networks Journal article
Fu, Sichao, Liu, Weifeng, Zhou, Yicong, Nie, Liqiang. HpLapGCN: Hypergraph p-Laplacian graph convolutional networks[J]. Neurocomputing, 2019, 362, 166-174.
Authors:  Fu, Sichao;  Liu, Weifeng;  Zhou, Yicong;  Nie, Liqiang
Favorite | TC[WOS]:37 TC[Scopus]:43  IF:5.5/5.5 | Submit date：2022/05/17
Graph Convolutional Networks  Hypergraph  P-laplacian  
Domain Adaptation with Few Labeled Source Samples by Graph Regularization Journal article
Li, Jinfeng, Liu, Weifeng, Zhou, Yicong, Tao, Dapeng, Nie, Liqiang. Domain Adaptation with Few Labeled Source Samples by Graph Regularization[J]. Neural Processing Letters, 2019, 51(1), 23-39.
Authors:  Li, Jinfeng;  Liu, Weifeng;  Zhou, Yicong;  Tao, Dapeng;  Nie, Liqiang
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:2.6/2.4 | Submit date：2021/12/06
Domain Adaptation  Graph Regularization  Manifold Learning  Maximum Mean Discrepancy (Mmd)  Transfer Learning  
Principal Component Analysis on Graph-Hessian Conference paper
Pan, Yichen, Zhou, Yicong, Liu, Weifeng, Nie, Liqiang. Principal Component Analysis on Graph-Hessian[C], 2019, 1494-1501.
Authors:  Pan, Yichen;  Zhou, Yicong;  Liu, Weifeng;  Nie, Liqiang
Favorite | TC[WOS]:3 TC[Scopus]:3 | Submit date：2022/05/17
Dimensionality Reduction  Graph  Hessian Regularization  Manifold Learning  Principal Component Analysis