Author

Zixiang Luo

Southern University of Science and TechnologyORCID 0000-0002-6884-5080Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:graph neural network· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Chenyu Xu· 1 shared Wenfei JiniD· 1 shared Zhen ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Chenyu Xu

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1 paper

Recent·Most cited

scGAE: topology-preserving dimensionality reduction for single-cell RNA-seq data using graph autoencoder

Zixiang Luo, Chenyu Xu, Zhen Zhang, Wenfei Jin

scGAE is a dimensionality reduction method for scRNA-seq data that preserves topological structure, outperforming existing methods in trajectory reconstruction and clustering.

Scientific Reports · Oct 8, 2021Peer-reviewedBioinformatics