Author

Yingci Liu-Swetz

Rutgers, The State University of New Jersey

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:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Hao Wang· 1 shared Shiwei Tan· 1 shared Weiyi QiniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Hao Wang

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1 paper

Recent·Most cited

CLEAR-HPV: Interpretable Concept Discovery for HPV-Associated Morphology in Whole-Slide Histology

Weiyi Qin, Yingci Liu-Swetz, Shiwei Tan, Hao Wang

CLEAR-HPV discovers interpretable morphologic concepts in HPV-associated histology slides using attention-based methods, reducing high-dimensional features to 10 concepts while preserving predictive information.

bioRxiv · May 15, 2026 · PreprintBioinformatics