Author

Jicong Fan

Key Laboratory of Guangdong ProvinceORCID 0000-0001-9665-0355Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 2 Assay:scRNA-seq· 2 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Tianwei YuiD· 2 shared Chenyang YuaniD· 1 shared Shunzhou Jiang· 1 shared Shuqing HeiD· 1 shared Songyun Li· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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2 shared papersGenomics

Tianwei YuORCID

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2 papers

Recent·Most cited

GenomicsJournal of Computational BiologyPeer-reviewedOct 1, 2025

Network-Guided Sparse Subspace Clustering on Single-Cell Data

Chenyang Yuan, Shunzhou Jiang, Songyun Li…·Tianwei Yu

NetworkSSC improves single-cell clustering by integrating gene network information, outperforming traditional methods on multiple scRNA-seq datasets.

DOI 10.1177/15578666251359688

scRNA-seqstatistical model

𝕏 PostBluesky

BioinformaticsBig Data Mining and AnalyticsPeer-reviewedAug 28, 2024

G3DC: a Gene-Graph-Guided selective Deep Clustering method for single cell RNA-seq data

Shuqing He, Jicong Fan, Tianwei Yu

G3DC improves single-cell RNA-seq clustering by integrating gene networks and addressing data sparsity, achieving higher accuracy than existing methods.

8 citations

scRNA-seqdeep learning

𝕏 PostBluesky