Author

Xingnan Li

Macquarie UniversityPrimary ORCID profile (0000-0002-1208-8658 · 5 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Xingnan LiiD5 papers · University of Arizona

Biology Disciplines

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Bioinformatics· 2 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:imaging· 2 Approach:contrastive learning· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:imputation· 1

Frequent Co-Authors

James S. WilmottiD· 2 shared Nurudeen Adedayo AdegokeiD· 2 shared Priyanka RanaiD· 2 shared Sidong LiuiD· 2 shared Tuba Nur GideiD· 2 shared Yizhe MaoiD· 2 shared Calvin Jay KuoiD· 1 shared Enrico W CoieraiD· 1 shared

Activity by Year

2020-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersBioinformatics

James S. WilmottORCID

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Author profile →

3 papers

Recent·Most cited

OS2CR-Diff: A Self-Refining Diffusion Framework for CD8 Imputation from One-Step Inference to Conditional Representation

Xingnan Li, Priyanka Rana, Tuba Nur Gide, Nurudeen Adedayo Adegoke, Yizhe Mao, James S. Wilmott, Sidong Liu

OS2CR-Diff improves CD8 biomarker imputation in mIF images by using a self-refining diffusion model with multiple conditional inputs and a feature fusion module.

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · Dec 15, 2025Peer-reviewedBioinformatics

AdSI-MIMO: Adaptive stain imputation with multi-input and multi-output learning for multiplex immunofluorescence imaging

Xingnan Li, Priyanka Rana, Tuba Nur Gide, Nurudeen Adedayo Adegoke, Yizhe Mao, Shlomo Berkovsky, Enrico W Coiera, James S. Wilmott, Sidong Liu

AdSI-MIMO improves stain imputation for multiplex immunofluorescence images by generating multiple biomarker outputs from varied input combinations, achieving better performance for CD8 and PD-L1 imputation.

bioRxiv · Jun 27, 2025 · PreprintBioinformatics

Surrogate R-spondins for tissue-specific potentiation of Wnt signaling

Vincent C. Luca, Yi Miao, Xingnan Li, Michael J. Hollander, Calvin Jay Kuo, K. Christopher García

The paper describes engineered surrogate R-spondins that enhance Wnt signaling in specific cell types by bypassing natural receptor interactions.

PLoS ONE · Jan 8, 2020Peer-reviewedMolecular Biology