Author

Hansheng Zhao

International Center for Bamboo and RattanORCID 0000-0002-5405-0375Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Hua QiniD· 1 shared Lei CaoiD· 1 shared Luni Hu· 1 shared Ping Qiu· 1 shared Qianqian CheniD· 1 shared Qianqian CheniD· 1 shared Shuangsang FangiD· 1 shared Tianyi XiaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Hua QinORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedMay 5, 2026

RegFormer: A Single-Cell Foundation Model Powered by Gene Regulatory Hierarchies

Luni Hu, Hua Qin, Yong Zhang…·Yuxiang Li

RegFormer improves single-cell RNA sequencing analysis by integrating gene regulatory networks with Mamba-based modeling, outperforming existing models in clustering, integration, and annotation.

8 citationstop 1%

humanscRNA-seq