Author

Songyan Liu

Xi'an Jiaotong UniversityORCID 0009-0003-5536-6296Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

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Jing LiuiD· 1 shared Limin LiiD· 1 shared Shuqin ZhangiD· 1 shared Yahao WuiD· 1 shared Yanni Xiao· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Jing LiuORCID

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1 paper

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BioinformaticsBriefings in BioinformaticsPeer-reviewedMar 1, 2025

CoupleVAE: coupled variational autoencoders for predicting perturbational single-cell RNA sequencing data

Yahao Wu, Jing Liu, Songyan Liu…·Limin Li

CoupleVAE predicts post-perturbation single-cell RNA-seq data by using coupled variational autoencoders, achieving better accuracy than existing models in three real datasets.

6 citations

scRNA-seqdeep learning

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