Author

Qiang Yang

Hong Kong University of Science and TechnologyORCID 0000-0001-5059-8360Unclaimed ORCID profile · follow to get notified of new preprints

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Qiang Yang8 papers · University of Florida

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Qi LiuiD· 2 shared Shaoqi CheniD· 2 shared Bin DuaniD· 1 shared Chen TangiD· 1 shared Chenyu ZhuiD· 1 shared Dongyu XueiD· 1 shared Guohui ChuaiiD· 1 shared Lixin Fan· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersBioinformatics

Qi LiuORCID

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2 papers

Recent·Most cited

BioinformaticsScience China Life SciencesPeer-reviewedDec 15, 2022

Privacy-preserving integration of multiple institutional data for single-cell type identification with scPrivacy

Shaoqi Chen, Bin Duan, Chenyu Zhu…·Qi Liu

scPrivacy enables privacy-preserving integration of single-cell RNA-seq datasets from multiple institutions for cell type identification.

14 citations

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BioinformaticsBioinformaticsPeer-reviewedNov 19, 2020

FL-QSAR: a federated learning based QSAR prototype for collaborative drug discovery

Shaoqi Chen, Dongyu Xue, Guohui Chuai…·Qi Liu

This paper introduces FL-QSAR, a federated learning framework for QSAR analysis, demonstrating its effectiveness in collaborative drug discovery while preserving privacy.

103 citationstop 3%

machine learning (classical)drug response / drug discovery

𝕏 PostBluesky