Author

Mengmeng Liu

Guangzhou LaboratoryORCID 0000-0002-2379-2536Unclaimed 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:batch correction / integration· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Research Focus:imputation· 1 Organism:mouse· 1 Assay:proteomics· 1

Frequent Co-Authors

Boya JiiD· 1 shared Fulong YuiD· 1 shared Jiawen WangiD· 1 shared Libo Qiao· 1 shared Liwen XuiD· 1 shared Qinhao ZhangiD· 1 shared Shaoliang PengiD· 1 shared Siyun Zhong· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Boya JiORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedMay 7, 2026

CAPTAIN: A multimodal foundation model pretrained on co-assayed single-cell RNA and protein

Boya Ji, Tingting Hu, Jiawen Wang…·Fulong Yu

CAPTAIN is a multimodal foundation model trained on single-cell RNA and protein data, improving multi-omics integration and uncovering protein-driven intercellular dynamics.

11 citationstop 1%

humanmouse

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