Dimension reduction and coefficient estimation in multivariate linear regression M Yuan, A Ekici, Z Lu, R Monteiro Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007 | 277 | 2007 |

A general iterative shrinkage and thresholding algorithm for non-convex regularized optimization problems P Gong, C Zhang, Z Lu, J Huang, J Ye international conference on machine learning, 37-45, 2013 | 219 | 2013 |

On the complexity analysis of randomized block-coordinate descent methods Z Lu, L Xiao Mathematical Programming 152 (1-2), 615-642, 2015 | 190 | 2015 |

Primal-dual first-order methods with iteration-complexity for cone programming G Lan, Z Lu, RDC Monteiro Mathematical Programming 126 (1), 1-29, 2011 | 182 | 2011 |

Sparse approximation via penalty decomposition methods Z Lu, Y Zhang SIAM Journal on Optimization 23 (4), 2448-2478, 2013 | 164* | 2013 |

An accelerated proximal coordinate gradient method Q Lin, Z Lu, L Xiao Advances in Neural Information Processing Systems, 3059-3067, 2014 | 115 | 2014 |

Smooth optimization approach for sparse covariance selection Z Lu SIAM Journal on Optimization 19 (4), 1807-1827, 2009 | 111 | 2009 |

An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang Mathematical Programming 135 (1-2), 149-193, 2012 | 104 | 2012 |

Diagonal quadratic approximation for parallelization of analytical target cascading Y Li, Z Lu, JJ Michalek Journal of Mechanical Design 130 (5), 2008 | 91 | 2008 |

ℓ₀ Minimization for wavelet frame based image restoration Y Zhang, B Dong, Z Lu Mathematics of Computation 82 (282), 995-1015, 2013 | 89 | 2013 |

Iterative reweighted minimization methods for regularized unconstrained nonlinear programming Z Lu Mathematical Programming 147 (1-2), 277-307, 2014 | 88 | 2014 |

An accelerated randomized proximal coordinate gradient method and its application to regularized empirical risk minimization Q Lin, Z Lu, L Xiao SIAM Journal on Optimization 25 (4), 2244-2273, 2015 | 83 | 2015 |

Penalty decomposition methods for rank minimization Y Zhang, Z Lu Advances in Neural Information Processing Systems, 46-54, 2011 | 72 | 2011 |

Orthogonal rank-one matrix pursuit for low rank matrix completion Z Wang, MJ Lai, Z Lu, W Fan, H Davulcu, J Ye SIAM Journal on Scientific Computing 37 (1), A488-A514, 2015 | 70 | 2015 |

Fused multiple graphical lasso S Yang, Z Lu, X Shen, P Wonka, J Ye SIAM Journal on Optimization 25 (2), 916-943, 2015 | 69 | 2015 |

Iterative hard thresholding methods for regularized convex cone programming Z Lu Mathematical Programming 147 (1-2), 125-154, 2014 | 68 | 2014 |

Optimal solutions for the closest-string problem via integer programming CN Meneses, Z Lu, CAS Oliveira, PM Pardalos INFORMS Journal on Computing 16 (4), 419-429, 2004 | 66 | 2004 |

Adaptive first-order methods for general sparse inverse covariance selection Z Lu SIAM Journal on Matrix Analysis and Applications 31 (4), 2000-2016, 2010 | 53 | 2010 |

Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression Z Lu, RDC Monteiro, M Yuan Mathematical Programming 131 (1-2), 163-194, 2012 | 48 | 2012 |

Assessing the value of dynamic pricing in network revenue management D Zhang, Z Lu INFORMS Journal on Computing 25 (1), 102-115, 2013 | 46 | 2013 |