Author

Haoran Meng

Chinese Academy of SciencesORCID 0009-0006-6887-2288Unclaimed 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 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Danheng GaoiD· 1 shared Fengdi ZhangiD· 1 shared Juntao Tony GaoiD· 1 shared Meiqian Xin· 1 shared Ruqi HuangiD· 1 shared Xiangyang JiiD· 1 shared Ying FuiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Danheng GaoORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 8, 2025

Self-contrastive learning enables interference-resilient and generalizable fluorescence microscopy signal detection without interference modeling

Fengdi Zhang, Ruqi Huang, Meiqian Xin…·Xiangyang Ji

This paper introduces DEPAF, a self-contrastive learning method for fluorescence microscopy signal detection that is interference-resilient and generalizable without requiring interference modeling.

1 citation

imagingcontrastive learning

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