Author

Yanni Xiao

Fudan University

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Biology Disciplines

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Bioinformatics· 1

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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

Frequent Co-Authors

Jing LiuiD· 1 shared Limin LiiD· 1 shared Shuqin ZhangiD· 1 shared Songyan LiuiD· 1 shared Yahao WuiD· 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

Recent·Most cited

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

Yahao Wu, Jing Liu, Songyan Liu, Yanni Xiao, Shuqin Zhang, 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.

Briefings in Bioinformatics · Mar 1, 2025Peer-reviewedBioinformatics