Author

Yizhou Yu

University of Hong KongORCID 0000-0002-0470-5548Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:protein structure prediction· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Organism:human· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:protein structure· 1

Frequent Co-Authors

Cheng Bian· 1 shared Hong-Yu ZhouiD· 1 shared Jinbo XuiD· 1 shared Sheng WangiD· 1 shared Yunxiang Fu· 1 shared Zhen LiiD· 1 shared Zhicheng Zhang· 1 shared

Activity by Year

2017-2023 · peak 1/yr

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7 top collaborators · 9 mutual co-author links

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1 shared paperBioinformatics

Cheng Bian

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJan 26, 2023

Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling

Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang…·Yizhou Yu

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

19 citations

protein sequencedeep learning

BioinformaticsCell SystemsPeer-reviewedSep 1, 2017

Folding membrane proteins by deep transfer learning

Sheng Wang, Zhen Li, Yizhou Yu, Jinbo Xu

This paper introduces a deep transfer learning method for predicting membrane protein structures, achieving improved contact prediction and accurate 3D models for many membrane proteins.

83 citationstop 3%

humanprotein structure