Author

Yongqi Huang

University of PennsylvaniaORCID 0009-0006-5607-8140Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:perturbation response prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Chenyu Li· 1 shared Hanzhi WangiD· 1 shared Parker C. WilsoniD· 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

Chenyu Li

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 1, 2026

The recoverable resolution of cellular perturbation-response prediction

Yongqi Huang, Hanzhi Wang, Chenyu Li, Parker C. Wilson

This paper identifies context geometry compression in virtual cell models and shows that recoverable biological resolution, not measurement dimensionality, determines the accuracy of perturbation-response predictions.

DOI 10.64898/2026.09.30.755756

humanbulk RNA-seq

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