Fanhua Shang

Best Publications

• Graph dual regularization non-negative matrix factorization for co-clustering

  Fanhua Shang;L. C. Jiao;Fei Wang

  327
  Citations

• Video Super Resolution Based on Deep Learning: A comprehensive survey

  Unknown

  192
  Citations

• Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications

  Fanhua Shang;James Cheng;Yuanyuan Liu;Zhi-Quan Luo

  173
  Citations

• Trace Norm Regularized CANDECOMP/PARAFAC Decomposition With Missing Data

  Yuanyuan Liu;Fanhua Shang;Licheng Jiao;James Cheng

  132
  Citations

• Fast affinity propagation clustering: A multilevel approach

  Fanhua Shang;L. C. Jiao;Jiarong Shi;Fei Wang

  120
  Citations

• LRR for Subspace Segmentation via Tractable Schatten- $p$ Norm Minimization and Factorization

  Hengmin Zhang;Jian Yang;Fanhua Shang;Chen Gong

  96
  Citations

• A fast tri-factorization method for low-rank matrix recovery and completion

  Yuanyuan Liu;L. C. Jiao;Fanhua Shang

  78
  Citations

• Local discriminative based sparse subspace learning for feature selection

  Ronghua Shang;Yang Meng;Wenbing Wang;Fanhua Shang

  73
  Citations

• Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion

  Yuanyuan Liu;Fanhua Shang;Wei Fan;James Cheng

  72
  Citations

• A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates

  Kaiwen Zhou;Fanhua Shang;James Cheng

  71
  Citations

• Sparse and low-redundant subspace learning-based dual-graph regularized robust feature selection

  Ronghua Shang;Kaiming Xu;Fanhua Shang;Licheng Jiao

  67
  Citations

• Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation

  Yang Meng;Ronghua Shang;Fanhua Shang;Licheng Jiao

  67
  Citations

• VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning

  Fanhua Shang;Kaiwen Zhou;Hongying Liu;James Cheng

  67
  Citations

• Robust Principal Component Analysis with Missing Data

  Fanhua Shang;Yuanyuan Liu;James Cheng;Hong Cheng

  66
  Citations

• Review: Sparse coding and classifier ensemble based multi-instance learning for image categorization

  Xiangfa Song;L. C. Jiao;Shuyuan Yang;Xiangrong Zhang

  64
  Citations

• An Efficient Matrix Factorization Method for Tensor Completion

  Yuanyuan Liu;Fanhua Shang

  61
  Citations

• Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition

  Yuanyuan Liu;Fanhua Shang;Wei Fan;James Cheng

  59
  Citations

• Dual space latent representation learning for unsupervised feature selection

  Ronghua Shang;Lujuan Wang;Fanhua Shang;Licheng Jiao

  53
  Citations

• An efficient matrix factorization based low-rank representation for subspace clustering

  Yuanyuan Liu;L. C. Jiao;Fanhua Shang

  48
  Citations

• CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation

  Hongying Liu;Xiongjie Shen;Fanhua Shang;Feihang Ge

  48
  Citations