Author

Shunfang Wang

Yunnan UniversityORCID 0000-0002-1927-8753Unclaimed 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:batch correction / integration· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Changfeng CaiiD· 1 shared Chao‐Wei CheniD· 1 shared Honglie GuoiD· 1 shared Qinghang CuiiD· 1 shared Weihua ZhengiD· 1 shared Xiang ZhangiD· 1 shared Xinyi WangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Changfeng CaiORCID

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1 paper

Recent·Most cited

BioinformaticsGenome biologyPeer-reviewedAug 8, 2026

Unlocking biological insight from single-cell data with an interpretable dual-stream foundation model

Honglie Guo, Qinghang Cui, Xiang Zhang…·Shunfang Wang

This paper introduces scDMC, a dual-stream foundation model for single-cell data that improves representation learning and achieves state-of-the-art results in cell annotation, clustering, and integration.

DOI 10.1186/s13059-026-04193-w

scRNA-seqdeep learning

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