Author

Zhiyuan Ma

Tsinghua UniversityORCID 0000-0002-8118-7545Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

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Ao TaniD· 1 shared Bing ZhangiD· 1 shared Honglin LiiD· 1 shared Kun SuniD· 1 shared Lei WuiD· 1 shared Lin‐Tai DaiD· 1 shared Qinghua CuiiD· 1 shared Ruogu LiiD· 1 shared

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2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintMar 7, 2025

CHIEF: An Attention-based Ensemble Learning Framework for Functional Protein Design

Zilong Geng, Yuze Wang, Tingting Liu…·Bing Zhang

CHIEF improves protein design by combining five models, achieving higher sequence recovery and lower perplexity, and successfully designing functional malate dehydrogenase.

DOI 10.1101/2025.03.07.641005

protein sequencedeep learning

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