Concepedia

Xiaofei He

XH

209

Publications

26.8K

Citations

72

H-Index

2002

Active since

Affiliations

Zhejiang University(Current)

University of Illinois Urbana-Champaign

University of Chicago

Yahoo (United States)

Alibaba Group (China)

Xiaofei He is an author at Zhejiang University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionImage AnalysisComputer VisionDeep LearningKnowledge DiscoveryMachine Vision

Publications per year

2002–2024

209

Publications

209

Locality Preserving Projections

Xiaofei He, Partha Niyogi · 2003 · 4K citations

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

Data Representation, Graph Sparsity, Engineering +17

Laplacian Score for Feature Selection

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

Unsupervised feature selection for multi-cluster data

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

Cluster Computing, Engineering, Machine Learning +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 · 828 citations · Full text

Mathematical Programming, Engineering, Machine Learning +17

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