Author

Liping Ren

Chengdu Neusoft UniversityPrimary ORCID profile (0000-0002-7102-7433 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Liping ReniD1 paper · Vanderbilt University

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

H Y LiniD· 1 shared Tianyuan LiuiD· 1 shared Tingze Feng· 1 shared Xianrun PaniD· 1 shared Xiucai YeiD· 1 shared Yangyang CheniD· 1 shared Yu ZhangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

H Y LinORCID

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1 paper

Recent·Most cited

Context-dependent utility and robustness of pretrained single-cell foundation model representations across analytical tasks

Tianyuan Liu, Tingze Feng, Xianrun Pan, Yangyang Chen, Liping Ren, Xiucai Ye, H Y Lin, Yu Zhang

This study evaluates the zero-shot performance of single-cell foundation models across tasks and datasets, showing task-dependent utility and structural robustness vary with dataset characteristics.

bioRxiv · Jul 13, 2026 · PreprintBioinformatics

Liping Ren · henhao