Author

Jianhui Lin

Central South UniversityORCID 0000-0002-5868-9360Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Research Focus:gene regulatory network inference· 2 Assay:scRNA-seq· 2 Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1

Frequent Co-Authors

Jiayuan DingiD· 2 shared Jiliang TangiD· 2 shared Zhaoyu Fang· 2 shared Ziyang MiaoiD· 2 shared Min LiiD· 1 shared Min LiiD· 1 shared Shiyu JiangiD· 1 shared Xiaojie QiuiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersCell Biology

Jiayuan DingORCID

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2 papers

Recent·Most cited

Cell BiologybioRxivPreprintSep 30, 2025

scLinguist: A pre-trained hyena-based foundation model for cross-modality translation in single-cell multi-omics

Zhaoyu Fang, Ziyang Miao, Jianhui Lin…·Min Li

scLinguist translates between single-cell multi-omics modalities by pretraining on unimodal data and fine-tuning on paired data, outperforming existing methods in predicting protein abundance from RNA.

DOI 10.1101/2025.09.30.679123

humanscRNA-seq

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BioinformaticsbioRxivPreprintJan 6, 2025

Toward a privacy-preserving predictive foundation model of single-cell transcriptomics with federated learning and tabular modeling

Jiayuan Ding, Jianhui Lin, Shiyu Jiang…·Xiaojie Qiu

This paper introduces Tabula, a privacy-preserving foundation model for single-cell transcriptomics using federated learning and tabular modeling, achieving better performance with less data and revealing regulatory logic across biological systems.

9 citations

scRNA-seqdeep learning

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