Author

Ye Yuan

Chinese Academy of SciencesORCID 0009-0003-7969-469XUnclaimed ORCID profile · follow to get notified of new preprints

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Ye Yuan3 papers · Chinese Academy of Sciences

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Approach:graph neural network· 1

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Cheng JiniD· 1 shared Hong‐Bin SheniD· 1 shared Jiabei ChengiD· 1 shared Kaiyuan YangiD· 1 shared Shenghao CaoiD· 1 shared Xiaoyong PaniD· 1 shared

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2025-2025 · peak 1/yr

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Cheng JinORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedApr 22, 2025

Integration of multi-source gene interaction networks and omics data with graph attention networks to identify novel disease genes

Kaiyuan Yang, Jiabei Cheng, Shenghao Cao…·Ye Yuan

This study introduces DGP-AMIO, a graph attention network-based method that integrates multi-omics and gene interaction data to identify novel disease genes, achieving high performance across 20 disease datasets.

3 citations

graph neural networkdifferential expression

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