Concepedia

Naiyang Guan

NG

26

Publications

1.7K

Citations

16

H-Index

2011

Active since

Affiliations

National University of Defense Technology(Current)

University of Technology Sydney

Centre for Quantum Computation and Communication Technology

PLA Information Engineering University

Shanghai Jiao Tong University

Naiyang Guan is an author at National University of Defense Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData SciencePattern RecognitionComputer ScienceDeep LearningImage AnalysisMachine VisionComputer VisionKnowledge Discovery

Publications per year

2011–2024

26

Publications

26

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

Naiyang Guan, Dacheng Tao, Zhigang Luo et al. · IEEE Transactions on Signal Processing · 2012 · 470 citations

Mathematical Programming, Numerical Analysis, Nmf Solvers +13

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

Naiyang Guan, Dacheng Tao, Zhigang Luo et al. · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 286 citations

Engineering, Machine Learning, Nonnegative Matrix Factorization +17

Non-Negative Patch Alignment Framework

Naiyang Guan, Dacheng Tao, Zhigang Luo et al. · IEEE Transactions on Neural Networks · 2011 · 183 citations

Image Occlusions, Engineering, Machine Learning +23

MahNMF: Manhattan Non-negative Matrix Factorization

Naiyang Guan, Dacheng Tao, Zhigang Luo et al. · arXiv (Cornell University) · 2012 · 142 citations · Full text

Low-rank Approximation, Sparse Representation, Manhattan Nmf +9

Truncated Cauchy Non-Negative Matrix Factorization

Naiyang Guan, Tongliang Liu, Yangmuzi Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 106 citations · Full text

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