Author

Jian Liu

Nankai UniversityORCID 0009-0005-6489-7376Unclaimed ORCID profile · follow to get notified of new preprints

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Jian Liu13 papers · University of Alabama at Birmingham

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 Chengwei Yan· 1 shared Heyang HuaiD· 1 shared Jiuxin Feng· 1 shared Pingjing LiiD· 1 shared Shengquan CheniD· 1 shared Siyu LiiD· 1 shared Yu Zhang· 1 shared

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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

BioinformaticsNature CommunicationsPeer-reviewedJul 25, 2025

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

Chengwei Yan, Yu Zhang, Jiuxin Feng…·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.

4 citations

imagingcontrastive learning

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