Author

Haikun Liu

German Cancer Research Center

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Bioinformatics· 1

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Approach:deep learning· 1 Approach:optimal transport· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1

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Hui Wu· 1 shared Xian ZhangiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Hui Wu

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1 paper

Recent·Most cited

DELPHAI predicts heterogeneous perturbation responses with learned single-cell fitness

Xian Zhang, Hui Wu, Haikun Liu

DELPHAI predicts heterogeneous perturbation responses by jointly training a fitness network and optimal transport network to identify differentially expressed genes and depleted cell lineages.

bioRxiv · Sep 17, 2026 · PreprintBioinformatics