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 | 390 | 2013 |

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 | 385 | 2007 |

On the complexity analysis of randomized block-coordinate descent methods Z Lu, L Xiao Mathematical Programming 152, 615-642, 2015 | 253 | 2015 |

Sparse approximation via penalty decomposition methods Z Lu, Y Zhang SIAM Journal on Optimization 23 (4), 2448-2478, 2013 | 239* | 2013 |

Primal-dual first-order methods with iteration-complexity for cone programming G Lan, Z Lu, RDC Monteiro Mathematical Programming 126 (1), 1-29, 2011 | 214 | 2011 |

An accelerated proximal coordinate gradient method Q Lin, Z Lu, L Xiao Advances in Neural Information Processing Systems 27, 2014 | 156 | 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 | 155 | 2015 |

An augmented Lagrangian approach for sparse principal component analysis Z Lu, Y Zhang Mathematical Programming 135, 149-193, 2012 | 146 | 2012 |

Iterative reweighted minimization methods for regularized unconstrained nonlinear programming Z Lu Mathematical Programming 147 (1-2), 277-307, 2014 | 144 | 2014 |

Smooth optimization approach for sparse covariance selection Z Lu SIAM Journal on Optimization 19 (4), 1807-1827, 2009 | 135 | 2009 |

ℓ₀ Minimization for wavelet frame based image restoration Y Zhang, B Dong, Z Lu Mathematics of Computation 82 (282), 995-1015, 2013 | 110 | 2013 |

Fused multiple graphical lasso S Yang, Z Lu, X Shen, P Wonka, J Ye SIAM Journal on Optimization 25 (2), 916-943, 2015 | 108 | 2015 |

Iterative hard thresholding methods for regularized convex cone programming Z Lu Mathematical Programming 147 (1-2), 125-154, 2014 | 107 | 2014 |

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 | 101 | 2015 |

Diagonal quadratic approximation for parallelization of analytical target cascading Y Li, Z Lu, JJ Michalek | 101 | 2008 |

Penalty decomposition methods for rank minimization Y Zhang, Z Lu Advances in neural information processing systems 24, 2011 | 100 | 2011 |

Rank-one matrix pursuit for matrix completion Z Wang, MJ Lai, Z Lu, W Fan, H Davulcu, J Ye International Conference on Machine Learning, 91-99, 2014 | 75 | 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 | 71 | 2004 |

Penalty methods for a class of non-Lipschitz optimization problems X Chen, Z Lu, TK Pong SIAM Journal on Optimization 26 (3), 1465-1492, 2016 | 64 | 2016 |

Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression Z Lu, RDC Monteiro, M Yuan Mathematical Programming 131 (1), 163-194, 2012 | 64 | 2012 |