Author

Guiyu Guan

Tsinghua University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Assay:protein structure· 1

Frequent Co-Authors

Bin LiiD· 1 shared Hao Zhang· 1 shared Haoxiang LiiD· 1 shared Jiqing ZhengiD· 1 shared Lei LiuiD· 1 shared Shizhang Wan· 1 shared Wei HeiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperMolecular Biology

Bin LiORCID

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1 paper

Recent·Most cited

MFPLI: A Computational Framework for Assessing Biological Authenticity of Protein-Ligand Interactions Using Molecular Fingerprints and Structural Features

Hao Zhang, Jiqing Zheng, Haoxiang Li, Shizhang Wan, Guiyu Guan, Bin Li, Lei Liu, Wei He

MFPLI evaluates protein-ligand binding authenticity using deep learning with physicochemical and structural features, achieving high accuracy in distinguishing native conformations from docking poses.

bioRxiv · Jun 19, 2025 · PreprintMolecular Biology