Author

Chengwei Yan

Nankai University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Approach:contrastive learning· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Chaoyang YaniD· 1 shared Heyang HuaiD· 1 shared Jian LiuiD· 1 shared Jiuxin Feng· 1 shared Pingjing LiiD· 1 shared Shengquan CheniD· 1 shared Siyu LiiD· 1 shared Yu Zhang· 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 paperBioinformatics

Chaoyang YanORCID

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1 paper

Recent·Most cited

Triple-effect correction for Cell Painting data with contrastive and domain-adversarial learning

Chengwei Yan, Yu Zhang, Jiuxin Feng, Heyang Hua, Zhihan Ruan, Zhen Li, Siyu Li, Chaoyang Yan, Pingjing Li, Jian Liu, Shengquan Chen

The paper introduces cpDistiller, a method to correct three technical effects in Cell Painting data using contrastive and domain-adversarial learning, improving analysis reliability and phenotypic response detection.

Nature Communications · Jul 25, 2025Peer-reviewedBioinformatics