Author

Qiang Guan

Kent State UniversityORCID 0000-0002-3804-8945Unclaimed 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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Approach:contrastive learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Abby JergeriD· 1 shared Christina Brasfield· 1 shared Jeremy ZuckeriD· 1 shared Margaret S. CheungiD· 1 shared Song FengiD· 1 shared Yuxin YangiD· 1 shared Zixu WangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Abby JergerORCID

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1 paper

Recent·Most cited

CLEAN-Contact: Contrastive Learning-enabled Enzyme Functional Annotation Prediction with Structural Inference

Yuxin Yang, Abby Jerger, Song Feng, Zixu Wang, Christina Brasfield, Margaret S. Cheung, Jeremy Zucker, Qiang Guan

The paper introduces CLEAN-Contact, a contrastive learning framework for enzyme function prediction using amino acid sequences and contact maps, showing improved accuracy over existing methods.

bioRxiv · May 14, 2024 · PreprintBioinformatics