Author

Shuo Wang

Beijing Normal UniversityORCID 0000-0001-7851-3824Unclaimed ORCID profile · follow to get notified of new preprints

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Shuo Wang7 papers · Chinese Academy of Sciences

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Jiang ZhangiD· 2 shared Jun CaiiD· 2 shared Lifei WangiD· 2 shared Zhang ZhangiD· 2 shared Anqi WangiD· 1 shared Jingshu XiaoiD· 1 shared Muyun MouiD· 1 shared Rui NieiD· 1 shared

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2019-2022 · peak 1/yr

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10 top collaborators · 36 mutual co-author links

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2 shared papersBioinformatics

Jiang ZhangORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 27, 2022

inClust: a general framework for clustering that integrates data from multiple sources

Lifei Wang, Rui Nie, Zhang Zhang…·Jun Cai

inClust is a clustering framework that integrates multi-source data using variational autoencoder and vector arithmetic, performing well in various clustering tasks.

1 citation

scRNA-seqvariational autoencoder

𝕏 PostBluesky

BioinformaticsbioRxivPreprintNov 14, 2019

Neural Gene Network Constructor: A Neural Based Model for Reconstructing Gene Regulatory Network

Zhang Zhang, Lifei Wang, Shuo Wang…·Jiang Zhang

This paper introduces a deep learning model called NGNC to reconstruct gene regulatory networks and infer gene dynamics from time series scRNA-seq data, achieving state-of-the-art results.

2 citations

scRNA-seqdeep learning

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