Author

Yicheng Gao

Tongji UniversityORCID 0000-0001-6370-4150Unclaimed ORCID profile · follow to get notified of new preprints

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Yicheng Gao1 paper · State Key Laboratory of Cardiology and Medical Innovation Center, Shanghai East Hospital, Frontier Science Center for Stem Cell Research, Bioinformatics Department, School of Life Sciences and Technology, Tongji University , 1239 Siping Road, Shanghai 200092,

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Approach:optimal transport· 1 Research Focus:perturbation response prediction· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Bing He· 1 shared Cheng Zhang· 1 shared Duanmiao SiiD· 1 shared Feiyang XingiD· 1 shared Guohui ChuaiiD· 1 shared Jingya YangiD· 1 shared Kairu QuiD· 1 shared Qi LiuiD· 1 shared

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2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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Bing He

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 5, 2026

Towards building a World Model to simulate perturbation-induced cellular dynamics by AlphaCell

Guohui Chuai, Xiaohan Chen, Xingbo Yang…·Qi Liu

AlphaCell simulates perturbation-induced cellular dynamics by addressing limitations in current models through three innovations: latent manifold rectification, biological reality reconstruction, and universal state transition.

7 citations

bulk RNA-seqdeep learning

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