| Generalized uncorrelated regression with adaptive graph for unsupervised feature selection X Li, H Zhang, R Zhang, Y Liu, F Nie IEEE transactions on neural networks and learning systems 30 (5), 1587-1595, 2018 | 154 | 2018 |
| A general graph-based semi-supervised learning with novel class discovery F Nie, S Xiang, Y Liu, C Zhang Neural Computing and Applications 19, 549-555, 2010 | 144 | 2010 |
| Efficient semi-supervised feature selection with noise insensitive trace ratio criterion Y Liu, F Nie, J Wu, L Chen Neurocomputing 105, 12-18, 2013 | 97 | 2013 |
| Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction F Nie, S Xiang, Y Liu, C Hou, C Zhang Pattern Recognition Letters 33 (5), 485-491, 2012 | 60 | 2012 |
| Discriminative unsupervised dimensionality reduction X Wang, Y Liu, F Nie, H Huang Twenty-fourth international joint conference on artificial intelligence, 2015 | 49 | 2015 |
| Fusing inherent and external knowledge with nonlinear learning for cross-media retrieval H Zhang, Y Liu, Z Ma Neurocomputing 119, 10-16, 2013 | 36 | 2013 |
| Semi-supervised distance metric learning based on local linear regression for data clustering H Zhang, J Yu, M Wang, Y Liu Neurocomputing 93, 100-105, 2012 | 32 | 2012 |
| Semi-supervised feature selection based on label propagation and subset selection Y Liu, F Nie, J Wu, L Chen 2010 International Conference on Computer and Information Application, 293-296, 2010 | 29 | 2010 |
| Semi-supervised classifications via elastic and robust embedding Y Liu, Y Guo, H Wang, F Nie, H Huang Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 27 | 2017 |
| Eigen Feature Extraction by Image Locality Preservation X Han, Y Liu, F Xia, H Zhang 2011 Fourth International Symposium on Parallel Architectures, Algorithms …, 2011 | | 2011 |
