Author

Chuxiong Sun

Chinese Academy of Sciences

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Bioinformatics· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1

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Jiangmeng LiiD· 1 shared Linhai XieiD· 1 shared W T Jin· 1 shared Yujia XiangiD· 1 shared zj SongiD· 1 shared

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2026-2026 · peak 1/yr

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Jiangmeng LiORCID

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1 paper

Recent·Most cited

PertDiffBench: Benchmarking Diffusion Models for Single-Cell Perturbation Response Prediction

zj Song, Yujia Xiang, W T Jin, Jiangmeng Li, Chuxiong Sun, Linhai Xie

PertDiffBench benchmarks diffusion models for predicting transcriptional responses to perturbations in single-cell and bulk RNA-seq data, showing mixed performance across different tasks and settings.

bioRxiv · Jun 13, 2026 · PreprintBioinformatics