Author

Lingyu Zhao

Nanjing Drum Tower HospitalPrimary ORCID profile (0000-0003-4557-8458 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Lingyu ZhaoiD1 paper · King Abdullah University of Science and Technology

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:large language model· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Dijun CheniD· 1 shared Guangshuo CaoiD· 1 shared Haoyu ChaoiD· 1 shared Jianghong WuiD· 1 shared Ming CheniD· 1 shared Yiming SheniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Dijun ChenORCID

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1 paper

Recent·Most cited

CellReasoner: A reasoning-enhanced large language model for cell type annotation

Guangshuo Cao, Yiming Shen, Lingyu Zhao, Jianghong Wu, Haoyu Chao, Ming Chen, Dijun Chen

CellReasoner is a lightweight LLM for cell type annotation that uses reasoning to map gene expression to labels with zero- and few-shot generalization.

Journal of genetics and genomics/Journal of Genetics and Genomics · Nov 27, 2025Peer-reviewedBioinformatics