Author

Kevin K. Yang

Microsoft Research New England (United States)

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Approach:statistical model· 1

Frequent Co-Authors

Amy X. LuiD· 1 shared Kyunghyun ChoiD· 1 shared Nathan C. FreyiD· 1 shared Pieter AbbeeliD· 1 shared Richard BonneauiD· 1 shared Vladimir GligorijevićiD· 1 shared Wilson Yan· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Amy X. LuORCID

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1 paper

Recent·Most cited

Tokenized and Continuous Embedding Compressions of Protein Sequence and Structure

Amy X. Lu, Wilson Yan, Kevin K. Yang, Vladimir Gligorijević, Kyunghyun Cho, Pieter Abbeel, Richard Bonneau, Nathan C. Frey

The paper compresses protein sequence and structure representations, showing that compressed embeddings retain structural accuracy and enable downstream applications.

Patterns · Jun 1, 2025Peer-reviewedBioinformatics