Uncertainty principles and ideal atomic decomposition DL Donoho, X Huo IEEE transactions on information theory 47 (7), 2845-2862, 2001 | 2581 | 2001 |

Theoretical results on sparse representations of multiple-measurement vectors J Chen, X Huo IEEE Transactions on Signal processing 54 (12), 4634-4643, 2006 | 895 | 2006 |

Beamlets and multiscale image analysis DL Donoho, X Huo Multiscale and Multiresolution Methods: Theory and Applications, 149-196, 2002 | 448 | 2002 |

Near-optimal detection of geometric objects by fast multiscale methods E Arias-Castro, DL Donoho, X Huo IEEE Transactions on Information Theory 51 (7), 2402-2425, 2005 | 201 | 2005 |

Fast computing for distance covariance X Huo, GJ Székely Technometrics 58 (4), 435-447, 2016 | 158 | 2016 |

A survey of manifold-based learning methods X Huo, XS Ni, AK Smith Recent advances in data mining of enterprise data, 691-745, 2007 | 130 | 2007 |

Beamlet pyramids: A new form of multiresolution analysis, suited for extracting lines, curves, and objects from very noisy image data DL Donoho, X Huo Proceedings of SPIE 4119 (1), 434-444, 2000 | 117 | 2000 |

A distributed one-step estimator C Huang, X Huo Mathematical Programming 174, 41-76, 2019 | 91 | 2019 |

Wavelet-based data reduction techniques for process fault detection MK Jeong, JC Lu, X Huo, B Vidakovic, D Chen Technometrics 48 (1), 26-40, 2006 | 90 | 2006 |

Sparse image representation via combined transforms X Huo stanford university, 1999 | 89 | 1999 |

Sparse representations for multiple measurement vectors (MMV) in an over-complete dictionary J Chen, X Huo Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005 | 84 | 2005 |

JBEAM: multiscale curve coding via beamlets X Huo, J Chen IEEE Transactions on Image Processing 14 (11), 1665-1677, 2005 | 70 | 2005 |

Adaptive multiscale detection of filamentary structures in a background of uniform random points E Arias-Castro, DL Donoho, X Huo The Annals of Statistics, 326-349, 2006 | 67 | 2006 |

Findinghumo: Real-time tracking of motion trajectories from anonymous binary sensing in smart environments D De, WZ Song, M Xu, CL Wang, D Cook, X Huo 2012 IEEE 32nd international conference on distributed computing systems …, 2012 | 66 | 2012 |

Electricity price curve modeling and forecasting by manifold learning J Chen, SJ Deng, X Huo IEEE Transactions on Power Systems 23 (3), 877-888, 2008 | 65 | 2008 |

Statistical interpretation of the importance of phase information in signal and image reconstruction XS Ni, X Huo Statistics & probability letters 77 (4), 447-454, 2007 | 63 | 2007 |

When do stepwise algorithms meet subset selection criteria? X Huo, X Ni The Annals of Statistics, 870-887, 2007 | 55 | 2007 |

Incremental multi-scale search algorithm for dynamic path planning with low worst-case complexity Y Lu, X Huo, O Arslan, P Tsiotras IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2011 | 48 | 2011 |

A simple and robust modulation classification method via counting X Huo, D Donoho Proceedings of the 1998 IEEE International Conference on Acoustics, Speech …, 1998 | 46 | 1998 |

Applications of beamlets to detection and extraction of lines, curves and objects in very noisy images D Donoho, X Huo Proceedings of NSIP, 2001 | 42 | 2001 |