NeNMF: An optimal gradient method for nonnegative matrix factorization N Guan, D Tao, Z Luo, B Yuan IEEE transactions on Signal Processing 60 (6), 2882-2898, 2012 | 509 | 2012 |
Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent N Guan, D Tao, Z Luo, B Yuan IEEE Transactions on Image Processing 20 (7), 2030-2048, 2011 | 364 | 2011 |
Online nonnegative matrix factorization with robust stochastic approximation N Guan, D Tao, Z Luo, B Yuan IEEE Transactions on Neural Networks and Learning Systems 23 (7), 1087-1099, 2012 | 337 | 2012 |
Non-negative patch alignment framework N Guan, D Tao, Z Luo, B Yuan IEEE transactions on Neural Networks 22 (8), 1218-1230, 2011 | 188 | 2011 |
MahNMF: Manhattan non-negative matrix factorization N Guan, D Tao, Z Luo, J Shawe-Taylor arXiv preprint arXiv:1207.3438, 2012 | 185 | 2012 |
Audio visual speech recognition with multimodal recurrent neural networks W Feng, N Guan, Y Li, X Zhang, Z Luo 2017 International Joint Conference on neural networks (IJCNN), 681-688, 2017 | 123 | 2017 |
Truncated Cauchy non-negative matrix factorization N Guan, T Liu, Y Zhang, D Tao, LS Davis IEEE Transactions on pattern analysis and machine intelligence 41 (1), 246-259, 2017 | 89 | 2017 |
Cogena, a novel tool for co-expressed gene-set enrichment analysis, applied to drug repositioning and drug mode of action discovery Z Jia, Y Liu, N Guan, X Bo, Z Luo, MR Barnes BMC genomics 17, 1-11, 2016 | 63 | 2016 |
Cauchy sparse NMF with manifold regularization: A robust method for hyperspectral unmixing H Wang, W Yang, N Guan Knowledge-Based Systems 184, 104898, 2019 | 34 | 2019 |
Gene ranking of RNA-seq data via discriminant non-negative matrix factorization Z Jia, X Zhang, N Guan, X Bo, MR Barnes, Z Luo PloS one 10 (9), e0137782, 2015 | 34 | 2015 |
Semi-supervised projective non-negative matrix factorization for cancer classification X Zhang, N Guan, Z Jia, X Qiu, Z Luo PloS one 10 (9), e0138814, 2015 | 33 | 2015 |
Correntropy induced metric based graph regularized non-negative matrix factorization Y Wang, S Wu, B Mao, X Zhang, Z Luo Neurocomputing 204, 172-182, 2016 | 31 | 2016 |
Graph based semi-supervised non-negative matrix factorization for document clustering N Guan, X Huang, L Lan, Z Luo, X Zhang 2012 11th International Conference on Machine Learning and Applications 1 …, 2012 | 27 | 2012 |
Discriminative locality preserving canonical correlation analysis X Zhang, N Guan, Z Luo, L Lan Pattern Recognition: Chinese Conference, CCPR 2012, Beijing, China …, 2012 | 26 | 2012 |
Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization. L Lan, D Tao, C Gong, N Guan, Z Luo IJCAI, 3396-3402, 2016 | 25 | 2016 |
Discriminant projective non-negative matrix factorization N Guan, X Zhang, Z Luo, D Tao, X Yang PloS one 8 (12), e83291, 2013 | 25 | 2013 |
Sparse representation based discriminative canonical correlation analysis for face recognition N Guan, X Zhang, Z Luo, L Lan 2012 11th International Conference on Machine Learning and Applications 1, 51-56, 2012 | 24 | 2012 |
Robust semi-supervised nonnegative matrix factorization J Wang, F Tian, CH Liu, X Wang 2015 International joint conference on neural networks (IJCNN), 1-8, 2015 | 18 | 2015 |
Delay compensated asynchronous adam algorithm for deep neural networks N Guan, L Shan, C Yang, W Xu, M Zhang 2017 IEEE International Symposium on Parallel and Distributed Processing …, 2017 | 17 | 2017 |
Soft-constrained nonnegative matrix factorization via normalization L Lan, N Guan, X Zhang, D Tao, Z Luo 2014 International Joint Conference on Neural Networks (IJCNN), 3025-3030, 2014 | 16 | 2014 |