Author

Xinwen Liu

Columbia UniversityORCID 0000-0002-9812-7813Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Xinwen Liu1 paper · Carnegie Mellon University

Biology Disciplines

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Bioengineering· 1 Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Mian WeiiD· 2 shared Wei MiniD· 2 shared Xuemeng LiiD· 2 shared Areej Niaz· 1 shared Jian ShuiD· 1 shared Jianhuan Qi· 1 shared Ke ZhangiD· 1 shared Lele XuiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersBiophysics

Mian WeiORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintJul 7, 2026

PLANCK: super-multiplex optical imaging without labeling

Xinwen Liu, Xuemeng Li, Lele Xu…·Wei Min

This paper introduces PLANCK, a label-free super-multiplex optical imaging technique that uses AI to decode vibrational images into molecular species, achieving high specificity and scalability.

DOI 10.64898/2026.07.02.736216

imagingdeep learning

𝕏 PostBluesky

BioengineeringbioRxivPreprintDec 12, 2025

VIP-OT: Dissecting Single-Cell Biochemical State Dynamics under Perturbation via Vibrational Painting and Optimal Transport

Xuemeng Li, Stefan G. Stark, Xinwen Liu…·Jian Shu

VIP-OT traces drug response heterogeneity in single cells using vibrational imaging and optimal transport to predict post-treatment metabolic states from pre-treatment spectra.

DOI 10.64898/2025.12.09.693255

𝕏 PostBluesky