Model selection and estimation in regression with grouped variables M Yuan, Y Lin Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2006 | 6898 | 2006 |

Model selection and estimation in the Gaussian graphical model M Yuan, Y Lin Biometrika 94 (1), 19-35, 2007 | 1634 | 2007 |

High-dimensional semiparametric Gaussian copula graphical models H Liu, F Han, M Yuan, J Lafferty, L Wasserman The Annals of Statistics 40 (4), 2293-2326, 2012 | 444 | 2012 |

Composite quantile regression and the oracle model selection theory H Zou, M Yuan The Annals of Statistics 36 (3), 1108-1126, 2008 | 435 | 2008 |

High dimensional inverse covariance matrix estimation via linear programming M Yuan The Journal of Machine Learning Research 11, 2261-2286, 2010 | 378 | 2010 |

On the non‐negative garrotte estimator M Yuan, Y Lin Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007 | 369 | 2007 |

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 | 303 | 2007 |

Efficient empirical Bayes variable selection and estimation in linear models M Yuan, Y Lin Journal of the American Statistical Association, 2005 | 235 | 2005 |

CARM1 methylates chromatin remodeling factor BAF155 to enhance tumor progression and metastasis L Wang, Z Zhao, MB Meyer, S Saha, M Yu, A Guo, KB Wisinski, W Huang, ... Cancer cell 25 (1), 21-36, 2014 | 208 | 2014 |

On tensor completion via nuclear norm minimization M Yuan, CH Zhang Foundations of Computational Mathematics 16 (4), 1031-1068, 2016 | 186 | 2016 |

Gene expression profiling of aging reveals activation of a p53-mediated transcriptional program MG Edwards, RM Anderson, M Yuan, CM Kendziorski, R Weindruch, ... BMC genomics 8 (1), 1-13, 2007 | 186 | 2007 |

A reproducing kernel Hilbert space approach to functional linear regression M Yuan, TT Cai The Annals of Statistics 38 (6), 3412-3444, 2010 | 179 | 2010 |

Statistical methods for expression quantitative trait loci (eQTL) mapping CM Kendziorski, M Chen, M Yuan, H Lan, AD Attie Biometrics 62 (1), 19-27, 2006 | 174 | 2006 |

A direct approach to sparse discriminant analysis in ultra-high dimensions Q Mai, H Zou, M Yuan Biometrika 99 (1), 29-42, 2012 | 171 | 2012 |

Sparsity in multiple kernel learning V Koltchinskii, M Yuan The Annals of Statistics 38 (6), 3660-3695, 2010 | 164 | 2010 |

GACV for quantile smoothing splines M Yuan Computational statistics & data analysis 50 (3), 813-829, 2006 | 143 | 2006 |

Classification Methods with Reject Option Based on Convex Risk Minimization. M Yuan, M Wegkamp Journal of Machine Learning Research 11 (1), 2010 | 125 | 2010 |

The F∞-norm support vector machine H Zou, M Yuan Statistica Sinica, 379-398, 2008 | 123 | 2008 |

Adaptive covariance matrix estimation through block thresholding TT Cai, M Yuan The Annals of Statistics 40 (4), 2014-2042, 2012 | 114 | 2012 |

Structured variable selection and estimation M Yuan, VR Joseph, H Zou The Annals of Applied Statistics, 1738-1757, 2009 | 111 | 2009 |