Naiyang Guan - Concepedia

Author

Naiyang Guan

National University of Defense Technology ORCID

Also Known As

Guan Naiyang, Guan, Naiyang, Naiyang Guan, Naiyang Guan (474834)

Publications

1.9K

Citations

H-Index

Concepts

All Affiliations

National University of Defense Technology University of Technology Sydney Centre for Quantum Computation and Communication Technology PLA Information Engineering University Shanghai Jiao Tong University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	19	1.5K
2	Business	2	2	33
3	Health Sciences	2	2	101
4	Medicine	1	1	43
5	Natural Sciences	1	1	183

Naiyang Guan

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization Naiyang Guan, Dacheng Tao, Zhigang Luo, IEEE Transactions on Signal Processing Mathematical ProgrammingNumerical AnalysisNmf SolversLow-rank ApproximationEngineering	2012	470
Online Nonnegative Matrix Factorization With Robust Stochastic Approximation Naiyang Guan, Dacheng Tao, Zhigang Luo, IEEE Transactions on Neural Networks and Learning Systems EngineeringMachine LearningNonnegative Matrix FactorizationSemidefinite ProgrammingImage Analysis	2012	286
Non-Negative Patch Alignment Framework Naiyang Guan, Dacheng Tao, Zhigang Luo, IEEE Transactions on Neural Networks Image OcclusionsEngineeringMachine LearningBiometricsSequence Alignment	2011	183
MahNMF: Manhattan Non-negative Matrix Factorization Naiyang Guan, Dacheng Tao, Zhigang Luo, arXiv (Cornell University) Low-rank ApproximationSparse RepresentationManhattan NmfMachine LearningData Science	2012	142
Truncated Cauchy Non-Negative Matrix Factorization Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, IEEE Transactions on Pattern Analysis and Machine Intelligence	2017	106
Audio visual speech recognition with multimodal recurrent neural networks Weijiang Feng, Naiyang Guan, Yuan Li, Speech PerceptionEngineeringMachine LearningVisual ModalitiesVisual Modality	2017	88
Cogena, a novel tool for co-expressed gene-set enrichment analysis, applied to drug repositioning and drug mode of action discovery Zhilong Jia, Ying Liu, Naiyang Guan, BMC Genomics	2016	70
Few-shot remote sensing image scene classification: Recent advances, new baselines, and future trends Chunping Qiu, Xiaoyu Zhang, Xiaochong Tong, ISPRS Journal of Photogrammetry and Remote Sensing Few-shot LearningScene AnalysisEngineeringMachine LearningMultiple Instance Learning	2024	48
Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization Zhilong Jia, Xiang Zhang, Naiyang Guan, PLoS ONE EngineeringGeneticsTranscriptomics TechnologyDnmf-based GeneGenomics	2015	43
Cauchy sparse NMF with manifold regularization: A robust method for hyperspectral unmixing Haotian Wang, Wenjing Yang, Naiyang Guan Knowledge-Based Systems Spectral TheoryRobust MethodSparse RepresentationEngineeringManifold Learning	2019	39

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