Author

Xinwei Liu

Microsoft (United States)ORCID 0000-0002-2860-9542Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Xinwei Liu1 paper · Philipps University of Marburg

Biology Disciplines

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Cell Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Chang LiuiD· 1 shared Fusong JuiD· 1 shared Guoqing LiuiD· 1 shared Haiguang LiuiD· 1 shared Huanhuan XiaiD· 1 shared Pan DengiD· 1 shared Qun JiangiD· 1 shared Shuxin ZhengiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperCell Biology

Chang LiuORCID

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1 paper

Recent·Most cited

Cell BiologyNature Cell BiologyPeer-reviewedOct 1, 2025

Directing cellular transitions on gene graph-enhanced cell state manifold

Tianze Wang, Yan Pan, Fusong Ju…·Pan Deng

CellNavi predicts driver genes for cell state transitions using a deep learning framework that integrates gene graphs with transcriptomics data across diverse cell types and perturbations.

9 citations

bulk RNA-seqdeep learning