Author

Tianyu Liu

Yale UniversityORCID 0000-0001-8929-6634Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Tianyu Liu7 papers · Broad Institute

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 Qi Kang· 1 shared Xiao LuoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Hongyu ZhaoORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Bioinformaticsnpj Systems Biology and ApplicationsPeer-reviewedAug 15, 2026

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.

DOI 10.1038/s41540-026-00799-9

scRNA-seqspatial transcriptomics

𝕏 PostBluesky