Xiao-Tong Yuan

Best Publications

• Visual Classification With Multitask Joint Sparse Representation

  Xiao-Tong Yuan;Xiaobai Liu;Shuicheng Yan

  783
  Citations

• Visual classification with multi-task joint sparse representation

  Xiao-Tong Yuan;Shuicheng Yan

  416
  Citations

• Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification

  Qingshan Liu;Feng Zhou;Renlong Hang;Xiaotong Yuan

  310
  Citations

• Truncated power method for sparse eigenvalue problems

  Xiao-Tong Yuan;Tong Zhang

  296
  Citations

• Hyperspectral image classification using spectral-spatial LSTMs

  Feng Zhou;Renlong Hang;Qingshan Liu;Xiaotong Yuan

  252
  Citations

• Robust feature extraction via information theoretic learning

  Xiao-Tong Yuan;Bao-Gang Hu

  171
  Citations

• Movie2Comics: Towards a Lively Video Content Presentation

  Meng Wang;Richang Hong;Xiao-Tong Yuan;Shuicheng Yan

  151
  Citations

• Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization

  Xiaotong Yuan;Xiaotong Yuan;Ping Li;Tong Zhang

  134
  Citations

• Multifunctional PVDF/CNT/GO mixed matrix membranes for ultrafiltration and fouling detection.

  Xiao-Tong Yuan;Chun-Xia Xu;Hong-Zhang Geng;Hong-Zhang Geng;Qingqing Ji

  122
  Citations

• Accelerated low-rank visual recovery by random projection

  Yadong Mu;Jian Dong;Xiaotong Yuan;Shuicheng Yan

  110
  Citations

• Efficient subspace segmentation via quadratic programming

  Shusen Wang;Xiaotong Yuan;Tiansheng Yao;Shuicheng Yan

  100
  Citations

• Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods

  Xiaojie Jin;Xiaotong Yuan;Jiashi Feng;Shuicheng Yan

  83
  Citations

• Sparseness Analysis in the Pretraining of Deep Neural Networks

  Jun Li;Tong Zhang;Wei Luo;Jian Yang

  82
  Citations

• Video accessibility enhancement for hearing-impaired users

  Richang Hong;Meng Wang;Xiao-Tong Yuan;Mengdi Xu

  79
  Citations

• Pyramid Fully Convolutional Network for Hyperspectral and Multispectral Image Fusion

  Feng Zhou;Renlong Hang;Qingshan Liu;Xiaotong Yuan

  79
  Citations

• Agglomerative Mean-Shift Clustering

  Xiao-Tong Yuan;Bao-Gang Hu;Ran He

  69
  Citations

• Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees

  Yuzhao Ni;Ju Sun;Xiaotong Yuan;Shuicheng Yan

  68
  Citations

• Efficient Meta Learning via Minibatch Proximal Update

  Pan Zhou;Xiaotong Yuan;Huan Xu;Shuicheng Yan

  65
  Citations

• Principal component analysis based on non-parametric maximum entropy

  Ran He;Baogang Hu;XiaoTong Yuan;Wei-Shi Zheng

  60
  Citations

• Robust Recognition via Information Theoretic Learning

  Ran He;Baogang Hu;Xiaotong Yuan;Liang Wang

  45
  Citations