Author

Ziheng Zou

Beijing National Research Center for Information Science and TechnologyORCID 0000-0002-8027-7899Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Approach:graph neural network· 1 Organism:human· 1

Frequent Co-Authors

Kui HuaiD· 2 shared Xuegong ZhangiD· 2 shared Chen LiiD· 1 shared Fanhong LiiD· 1 shared Fufeng CheniD· 1 shared Hairong LviD· 1 shared Haiyang BianiD· 1 shared Haochen LiiD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Kui HuaORCID

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2 papers

Recent·Most cited

hECA: the cell-centric assembly of a cell atlas

Sijie Chen, Yanting Luo, Haoxiang Gao, Fanhong Li, Yixin Chen, Jiaqi Li, Renke You, Minsheng Hao, Haiyang Bian, Xi Xi, Wenrui Li, Weiyu Li, Mingli Ye, Qiuchen Meng, Ziheng Zou, , Xuegong Zhang

The paper introduces hECA, a cell-centric human Ensemble Cell Atlas, which integrates scRNA-seq data from multiple studies to enable targeted data retrieval, multi-view presentations, and customizable reference creation for cell type annotations.

iScience · Apr 28, 2022Peer-reviewedBioinformatics

HGC: fast hierarchical clustering for large-scale single-cell data

Ziheng Zou, Kui Hua, Xuegong Zhang

HGC enables efficient multiresolution clustering of large-scale single-cell data by combining graph-based and hierarchical clustering methods, achieving state-of-the-art accuracy.

Bioinformatics · Jun 4, 2021Peer-reviewedBioinformatics