Author

Linting Wang

Chinese Academy of Sciences

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:machine learning (classical)· 1

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Chihao ZhangiD· 1 shared Shihua ZhangiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Chihao ZhangORCID

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1 paper

Recent·Most cited

Batch Effects Remain a Fundamental Barrier to Universal Embeddings in Single-Cell Foundation Models

Linting Wang, Chihao Zhang, Shihua Zhang

This paper evaluates single-cell foundation models and finds they struggle to remove batch effects, limiting their ability to create universal cellular embeddings.

bioRxiv · Dec 22, 2025 · PreprintBioinformatics