Author

Ziqiang Liu

Hangzhou Institute of Medicine, Chinese Academy of SciencesORCID 0000-0002-0002-4569Unclaimed ORCID profile · follow to get notified of new preprints

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Ziqiang Liu1 paper · China Academy of Chinese Medical Sciences

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Bioinformatics· 1

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Research Focus:batch correction / integration· 1 Research Focus:cell type annotation· 1 Research Focus:dimensionality reduction· 1 Approach:large language model· 1 Assay:scATAC-seq· 1

Frequent Co-Authors

Bowen LiiD· 1 shared Chulin ShaiD· 1 shared Junwei ZhangiD· 1 shared Xiaolin LiiD· 1 shared Yantao LiiD· 1 shared Zhenyu XuiD· 1 shared

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2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Bowen LiORCID

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Recent·Most cited

CLM-access: A Specialized Foundation Model for High-dimensional Single-cell ATAC-seq analysis

Ziqiang Liu, Bowen Li, Zhenyu Xu, Yantao Li, Junwei Zhang, Chulin Sha, Xiaolin Li

CLM-access is a foundation model for scATAC-seq data that improves batch correction, cell type annotation, and multi-modal integration compared to existing methods.

bioRxiv · Aug 10, 2025 · PreprintBioinformatics