Author

Qi Kang

Northeastern University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Hongyu ZhaoiD· 1 shared Tianyu LiuiD· 1 shared Xiao LuoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Hongyu ZhaoORCID

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1 paper

Recent·Most cited

RobustCell: A Model Attack-Defense Framework for Robust Transcriptomic Data Analysis

Tianyu Liu, Qi Kang, Xiao Luo, Hongyu Zhao

RobustCell evaluates attack-defense methods in single-cell and spatial transcriptomic data analysis, showing attacks can impair clustering and annotation, while defenses can protect model performance.

npj Systems Biology and Applications · Aug 15, 2026Peer-reviewedBioinformatics