Author

Xiaolong Zhou

Sun Yat-sen University

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:graph neural network· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Deqin Liu· 1 shared Jiahua RaoiD· 1 shared Jixian ZhangiD· 1 shared Qianmu YuaniD· 1 shared Shuangjia ZhengiD· 1 shared Wei LuiD· 1 shared Wentao WeiiD· 1 shared Yu RongiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Deqin Liu

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1 paper

Recent·Most cited

Accurate Protein-Protein Interactions Modeling through Physics-informed Geometric Invariant Learning

Jiahua Rao, Deqin Liu, Xiaolong Zhou, Qianmu Yuan, Wentao Wei, Wei Lu, Jixian Zhang, Yu Rong, Yuedong Yang, Shuangjia Zheng

ProTact improves protein-protein interaction prediction using a geometric graph neural network with physics-informed constraints, outperforming existing methods on benchmark datasets.

Communications Biology · Mar 27, 2026Peer-reviewedBioinformatics