Author

Ziqiang Liu

Hangzhou Institute of Medicine, Chinese Academy of SciencesORCID 0009-0007-8128-1260Unclaimed 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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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:scATAC-seq· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

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Bowen LiiD· 1 shared Chulin ShaiD· 1 shared Xiaodong LiiD· 1 shared Yantao LiiD· 1 shared Zhen Wang· 1 shared Zhenyu Xu· 1 shared

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2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenomics

Bowen LiORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintFeb 18, 2026

CLM-X: A multimodal single-cell foundation model with flexible multi-way Transformer for unified scRNA-seq and scATAC-seq analysis

Bowen Li, Ziqiang Liu, Zhen Wang…·Xiaodong Li

CLM-X is a multimodal single-cell foundation model that outperforms existing methods in cross-modal translation and perturbation prediction across scRNA-seq and scATAC-seq datasets.

1 citation

scRNA-seqscATAC-seq

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