Author

Shuai Tao

Dalian UniversityORCID 0000-0002-5590-6921Unclaimed 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:batch correction / integration· 1 Approach:deep learning· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Chenghan JiangiD· 1 shared Ren Zheng· 1 shared Ruoyu Wang· 1 shared Shanshan LiangiD· 1 shared Shubin Cao· 1 shared Yanhua Fang· 1 shared Yongle Ji· 1 shared Zhe Wang· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Chenghan JiangORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 20, 2026

Geometric-aware and interpretable deep learning for single-cell batch correction via explicit disentanglement and optimal transport

Chenghan Jiang, Ren Zheng, Yongle Ji…·Shuai Tao

iDLC corrects single-cell batch effects by explicitly disentangling biological and technical features and aligning distributions with geometric constraints, outperforming existing methods in preserving biological structure.

DOI 10.64898/2026.02.17.706490

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