Author

Yanbang Shang

BGI Research

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· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:gene regulatory network inference· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:multiome· 1

Frequent Co-Authors

Hua QiniD· 2 shared Luni Hu· 2 shared Tianyi XiaiD· 2 shared Ziqing DengiD· 2 shared Bogdan Jovanovic· 1 shared Haiyang HouiD· 1 shared Hansheng ZhaoiD· 1 shared Hao QiuiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Hua QinORCID

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Author profile →

2 papers

Recent·Most cited

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

Luni Hu, Hua Qin, Yong Zhang, Yi Lu, Ping Qiu, Zhihan Guo, Lei Cao, Wenjian Jiang, Qianqian Chen, Qianqian Chen, Yanbang Shang, Tianyi Xia, Ziqing Deng, Xun Xu, Hansheng Zhao, , 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.

Nature Communications · May 5, 2026Peer-reviewedBioinformatics

BiOmics: A Foundational Agent for Grounded and Autonomous Multi-omics Interpretation

Lei Cao, Yuntian Li, Hua Qin, Yanbang Shang, Yilin Zhang, Bogdan Jovanovic, Lazar Djokic, Tianyi Xia, Luni Hu, Haiyang Hou, Xingxing Ning, Li'ang Lin, Hao Qiu, Ziqing Deng, Yuxiang Li, , Qiang Kang

BiOmics introduces an AI agent that improves multi-omics interpretation by combining reasoning and embedding spaces, outperforming existing methods in variant discovery, cell annotation, and drug repurposing.

bioRxiv · Jan 20, 2026 · PreprintBioinformatics