Author

Weikang Gong

Chinese Academy of Medical Sciences & Peking Union Medical CollegeORCID 0000-0001-8797-784XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:dimensionality reduction· 1 Organism:E. coli· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Aysam GuerleriD· 1 shared Chengxin ZhangiD· 1 shared Chunhua LiiD· 1 shared Dongsheng CheniD· 1 shared Elisa WarneriD· 1 shared Li HuangiD· 1 shared Yang ZhangiD· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 11 mutual co-author links

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1 shared paperBioinformatics

Aysam GuerlerORCID

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2 papers

Recent·Most cited

scValue: value-based subsampling of large-scale single-cell transcriptomic data for machine and deep learning tasks

Li Huang, Weikang Gong, Dongsheng Chen

scValue improves efficiency of large scRNA-seq datasets for ML/DL by prioritizing high-value cells, outperforming existing methods in cell-type annotation tasks.

Briefings in Bioinformatics · May 1, 2025Peer-reviewedBioinformatics

Integrating multimeric threading with high-throughput experiments for structural interactome of Escherichia coli

Weikang Gong, Aysam Guerler, Chengxin Zhang, Elisa Warner, Chunhua Li, Yang Zhang

The paper develops a pipeline integrating multi-chain threading with high-throughput experiments to improve PPI detection and structural modeling in E. coli, achieving higher confidence PPIs and accurate complex structures.

Journal of Molecular Biology · Mar 17, 2021Peer-reviewedBioinformatics