Author

Shuangyu Yang

Sun Yat-sen UniversityORCID 0000-0002-8711-024XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Chengyang ZhangiD· 1 shared Hongyu ZhangiD· 1 shared Huiying ZhaoiD· 1 shared Jiancong XieiD· 1 shared Jinbo ZhangiD· 1 shared Jue FaniD· 1 shared Nan FangiD· 1 shared Ningyuan ShangguaniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Chengyang ZhangORCID

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1 paper

Recent·Most cited

CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells

Yuansong Zeng, Jiancong Xie, Ningyuan Shangguan, Zhuoyi Wei, Wenbing Li, Yun Su, Shuangyu Yang, Chengyang Zhang, Jinbo Zhang, Nan Fang, Hongyu Zhang, Yutong Lu, Huiying Zhao, Jue Fan, Weijiang Yu, Yuedong Yang

CellFM is a large-scale foundation model pre-trained on 100 million human cells, outperforming existing models in cell annotation, perturbation prediction, and gene function prediction.

Nature Communications · May 20, 2025Peer-reviewedBioinformatics