Author

Xin‐Yuan Guan

University of Hong KongORCID 0000-0003-1874-9805Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Dora Lai‐Wan KwongiD· 1 shared Victor Ho-Fun LeeiD· 1 shared Wei DaiiD· 1 shared Zhaozheng HouiD· 1 shared Zhonghua LiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Dora Lai‐Wan KwongORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 20, 2026

RNAGAN: Train One and Get Four, Multipurpose Human RNA-Seq Analysis Tool with Enhanced Interpretability and Small Data Size Capability

Zhaozheng Hou, Victor Ho-Fun Lee, Dora Lai‐Wan Kwong…·Wei Dai

RNAGAN is an AI tool that enhances transcriptomic analysis with interpretability and small data capability through a GAN structure trained on human RNA-seq data.

1 citation

humanbulk RNA-seq

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