Author

Joseph Hwang

University of California San Diego

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

Frequent Co-Authors

Jiaqian Zhong· 1 shared Kun Zhang· 1 shared Pablo TamayoiD· 1 shared Prashant MaliiD· 1 shared Ronit AgarwalaiD· 1 shared Timothy Pham· 1 shared William KimiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Jiaqian Zhong

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1 paper

Recent·Most cited

Variable sparsity non-negative matrix and tensor factorization algorithms and their applications in cancer genomics

Timothy Pham, Jiaqian Zhong, Joseph Hwang, Ronit Agarwala, Kun Zhang, Prashant Mali, William Kim, Pablo Tamayo

This paper introduces variable-sparsity matrix and tensor factorization algorithms for cancer genomics to improve biological interpretability and modeling of cancer subtypes and pathways.

bioRxiv · Oct 19, 2026 · PreprintBioinformatics