Author

Hong-Yu Zhou

University of Hong KongORCID 0000-0002-1256-7050Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Cheng Bian· 1 shared Yizhou YuiD· 1 shared Yunxiang Fu· 1 shared Zhicheng Zhang· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Cheng Bian

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1 paper

Recent·Most cited

Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling

Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Cheng Bian, Yizhou Yu

The paper introduces KeAP, a knowledge-enhanced auto-encoder for protein representation learning that outperforms existing methods on multiple downstream tasks.

bioRxiv · Jan 26, 2023 · PreprintBioinformatics