Author

Ryan Corbett

Children's National

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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Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:matrix factorization· 1 Approach:statistical model· 1

Frequent Co-Authors

Aditya LahiriiD· 1 shared Asif ChinwallaiD· 1 shared Benjamin J. SteariD· 1 shared Chris NemarichiD· 1 shared Deanne M. TayloriD· 1 shared J. Alan Simmons· 1 shared James Terry· 1 shared Jo Lynne RokitaiD· 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

Aditya LahiriORCID

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1 paper

Recent·Most cited

MOSAIC: Learning Graph Node Embeddings from Spectrally Isolated Dominant Subspaces of Accumulated Diffusion Operators

Taha Mohseni Ahooyi, Benjamin J. Stear, Yuanchao Zhang, Aditya Lahiri, James Terry, Shiping Zhang, J. Alan Simmons, Ryan Corbett, Patricia Sullivan, Asif Chinwalla, Chris Nemarich, Jo Lynne Rokita, Sharon J. Diskin, Jonathan C. Silverstein, Deanne M. Taylor

MOSAIC learns graph node embeddings by analyzing dominant spectral components of diffusion operators, outperforming existing methods in biomedical graph tasks.

bioRxiv · Oct 6, 2026 · PreprintBioinformatics