Xiaofei He

Locality Preserving Projections

Xiaofei He, Partha Niyogi · 2003 · 4K citations

Computing, Computer Science, Computer Vision +11

Graph Regularized Nonnegative Matrix Factorization for Data Representation

Deng Cai, Xiaofei He, Jiawei Han et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 2.5K citations

Computing, Computer Science, Computational Geometry +6

Laplacian Score for Feature Selection

Xiaofei He, Deng Cai, Partha Niyogi · 2005 · 1.8K citations

Computing, Computer Science, Data Mining +12

Unsupervised feature selection for multi-cluster data

Deng Cai, Chiyuan Zhang, Xiaofei He · 2010 · 1.1K citations

Computing, Computer Science, Data Mining +16

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

Yao Hu, Debing Zhang, Jieping Ye et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 837 citations · Full text

Computing, Computer Science, Biomedical Imaging +16