Author

Sicheng Wang

University of California San DiegoORCID 0000-0002-5224-5697Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:Hi-C· 1 Research Focus:imputation· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Hongyang CheniD· 1 shared Mu ZhouiD· 1 shared Qiao LiuiD· 1 shared Rui JiangiD· 1 shared Shaoting ZhangiD· 1 shared Wanwen ZengiD· 1 shared Wei ZhangiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Hongyang ChenORCID

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1 paper

Recent·Most cited

Deep generative modeling and clustering of single cell Hi-C data

Qiao Liu, Wanwen Zeng, Wei Zhang, Sicheng Wang, Hongyang Chen, Rui Jiang, Mu Zhou, Shaoting Zhang

This paper introduces scDEC-Hi-C, a deep generative framework for analyzing single cell Hi-C data, showing improved clustering and imputation over existing methods.

Briefings in Bioinformatics · Oct 25, 2022Peer-reviewedBioinformatics