Author

Junming Fan

South China University of TechnologyORCID 0000-0001-9317-0428Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Fei Liu· 1 shared Xin LaiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Fei Liu

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 18, 2026

scRGCL: Neighbor-Aware Graph Contrastive Learning for Robust Single-Cell Clustering

Junming Fan, Fei Liu, Xin Lai

scRGCL improves single-cell clustering by integrating contrastive learning with cluster-level guidance, achieving better performance on multiple datasets.

DOI 10.64898/2026.03.16.712039

scRNA-seqcontrastive learning

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