Author

Howard Cheng

University of Toronto

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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Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Audrey Wang· 1 shared Ella Y. Xu· 1 shared Jean Jung· 1 shared Keith PardeeiD· 1 shared Ran Ji· 1 shared Yufeng ZhaoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperMolecular Biology

Audrey Wang

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1 paper

Recent·Most cited

Predicting and Designing Red Fluorescent Protein Variants Using Sequence-to-Function Machine Learning Models

Ran Ji, Jean Jung, Howard Cheng, Ella Y. Xu, Audrey Wang, Keith Pardee, Yufeng Zhao

The paper uses sequence-to-function machine learning models to predict and design improved red fluorescent protein variants, identifying variants with enhanced photophysical properties.

bioRxiv · Dec 6, 2025 · PreprintMolecular Biology