Author

Ziqiu Meng

Beihang University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Organism:mouse· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Baichuan XiaoiD· 2 shared Hao ZhuiD· 2 shared Jiqiang LiuiD· 2 shared Ruirui Lang· 2 shared Bingqing WangiD· 1 shared Chao LiuiD· 1 shared Chao Ma· 1 shared Daiyi Liu· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Baichuan XiaoORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJan 7, 2026

Discovery of potent oligopeptides for various metabolic diseases using deep learning

Baichuan Xiao, Hao Zhu, Chao Ma…·Yong-Biao Zhang

This paper introduces Deepeptide, a deep learning pipeline that identifies therapeutic oligopeptides for metabolic diseases, finding 62% of candidates show significant in vitro bioactivity comparable to first-line drugs.

DOI 10.64898/2026.01.06.697667

mousedeep learning

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Developmental BiologybioRxivPreprintApr 1, 2024

Dysregulation in Spatiotemporal Expression of HMX1 Coordinated by Multifaceted Enhancers Drives an Auricular Disorder

Xiaopeng Xu, Qi Chen, Qingpei Huang…·Yong‐Biao Zhang

This study identifies a CNV involving three enhancers that drive bilateral constricted ear malformations by coordinating HMX1 expression through distinct regulatory mechanisms.

1 citation

mousebulk RNA-seq

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