| Issue Date | Title | Author(s) |
| 2013 | Discriminant Projective Non-Negative Matrix Factorization | Guan, N; Zhang, XS; Luo, Z; Tao, D; Yang, X |
| 2013-12-20 | Discriminant projective non-negative matrix factorization | Guan, N; Zhang, X; Luo, Z; Tao, D; Yang, X |
| 2013 | Limited-Memory Fast Gradient Descent Method for Graph Regularized Nonnegative Matrix Factorization | Guan, N; Wei, L; Luo, Z; Tao, D |
| 2011-07-01 | Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent | Guan, N; Tao, D; Luo, Z; Yuan, B |
| 2012-06-01 | NeNMF: An optimal gradient method for nonnegative matrix factorization | Guan, N; Tao, D; Luo, Z; Yuan, B |
| 2015-01-01 | Non-negative low-rank and group-sparse matrix factorization | Wu, S; Zhang, X; Guan, N; Tao, D; Huang, X; Luo, Z |
| 2011-08-01 | Non-negative patch alignment framework | Guan, N; Tao, D; Luo, Z; Yuan, B |
| 2015-05-11 | Online multi-modal robust non-negative dictionary learning for visual tracking | Zhang, X; Guan, N; Tao, D; Qiu, X; Luo, Z |
| 2016-01-01 | Online multi-object tracking by quadratic pseudo-boolean optimization | Lan, L; Tao, D; Chen, G; Guan, N; Luo, Z |
| 2012-12-01 | Online nonnegative matrix factorization with robust stochastic approximation | Guan, N; Tao, D; Luo, Z; Yuan, B |
| 2013-12-01 | Orthogonal nonnegative locally linear embedding | Wei, L; Guan, N; Zhang, X; Luo, Z; Tao, D |
| 2019-01-01 | Truncated Cauchy Non-Negative Matrix Factorization | Guan, N; Liu, T; Zhang, Y; Tao, D; Davis, LS |
