Concepedia

Hongyuan Zha

HZ

275

Publications

21.9K

Citations

75

H-Index

1991

Active since

Affiliations

Georgia Institute of Technology(Current)

Pennsylvania State University

Shanghai Jiao Tong University

East China Normal University

Yahoo (United States)

Hongyuan Zha is an author at Georgia Institute of Technology specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryData MiningText MiningInformation RetrievalPattern RecognitionNatural Language Processing

Publications per year

1991–2024

274

Publications

275

Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment

Zhenyue Zhang, Hongyuan Zha · SIAM Journal on Scientific Computing · 2004 · 1.5K citations

Geometric Modeling, Geometric Learning, Machine Vision +14

A min-max cut algorithm for graph partitioning and data clustering

Chris Ding, Xiaofeng He, Hongyuan Zha et al. · 2002 · 829 citations

Cluster Computing, Engineering, Spectral Graph Partitioning +19

<i>R</i><sub>1</sub>-PCA

Chris Ding, Ding Zhou, Xiaofeng He et al. · 2006 · 636 citations

Image Analysis, Engineering, Data Science +10

Sensor positioning in wireless ad-hoc sensor networks using multidimensional scaling

Xiang Ji, Hongyuan Zha · 2005 · 580 citations

Sensor Networks, Rf Localization, Engineering +14

Spectral Relaxation for K-means Clustering

Hongyuan Zha, Xiaofeng He, Chris Ding et al. · 2001 · 561 citations

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