Author

Shuwen Zhang

Mayo ClinicORCID 0009-0006-0136-8503Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:batch correction / integration· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

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Gerald QuoniD· 1 shared Hongru HuiD· 1 shared Venkat S. MalladiiD· 1 shared Yongin ChoiiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Gerald QuonORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 28, 2025

sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models

Hongru Hu, Shuwen Zhang, Yongin Choi…·Gerald Quon

sciLaMA integrates gene embeddings from large language models with scRNA-seq data using a paired-VAE architecture, improving downstream tasks like batch correction and clustering while maintaining computational efficiency.

3 citations

scRNA-seqdeep learning

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