Author

Zibo Guan

Hong Kong Polytechnic UniversityORCID 0009-0003-5893-3444Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Chang LiuiD· 1 shared Xun LaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Chang LiuORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 21, 2026

LoCoFlow: Local-Context Flow Matching for Single-Cell Dynamics and Fate Inference

Chang Liu, Zibo Guan, Xun Lan

LoCoFlow improves trajectory inference in single-cell data by incorporating local geometry and fate uncertainty, achieving better performance than existing methods.

DOI 10.64898/2026.10.15.758594

humanscRNA-seq

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