Author

Sheng Zhang

Microsoft (United States)ORCID 0000-0002-2105-0627Unclaimed ORCID profile · follow to get notified of new preprints

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Sheng Zhang4 papers · First Affiliated Hospital of Fujian Medical University

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Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:metagenomics· 1 Assay:proteomics· 1

Frequent Co-Authors

Addie WoicikiD· 1 shared Hanwen XuiD· 1 shared Hoifung PooniD· 1 shared Jiacheng LiniD· 1 shared Jianzhu MaiD· 1 shared Liewei WangiD· 1 shared Sheng WangiD· 1 shared Zixuan LiuiD· 1 shared

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2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperMolecular Biology

Addie WoicikORCID

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1 paper

Recent·Most cited

Molecular BiologyCell GenomicsPeer-reviewedJun 3, 2025

Pisces: A multi-modal data augmentation approach for drug combination synergy prediction

Hanwen Xu, Jiacheng Lin, Addie Woicik…·Sheng Wang

Pisces enhances drug combination synergy prediction by generating 64 augmented views per drug pair, achieving state-of-the-art results across multiple prediction tasks.

7 citations

humanproteomics

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