Author

Haoyu Zhang

Xihua University

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Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Approach:graph neural network· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1 Research Focus:variant effect prediction· 1

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Jiahao He· 1 shared Zhenyu LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioengineering

Jiahao He

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1 paper

Recent·Most cited

GraphESMStable: A Deep Learning Framework for Protein Stability Prediction Fusing Pre-trained Sequence Models and Graph Neural Networks

Haoyu Zhang, Zhenyu Li, Jiahao He

GraphESMStable predicts protein mutation-induced thermal stability changes using a deep learning framework combining pre-trained sequence models and graph neural networks, achieving state-of-the-art performance.

bioRxiv · Jan 9, 2026 · PreprintBioengineering