Author

Xiangyu Meng

China University of Petroleum, East ChinaORCID 0000-0001-5696-3090Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:protein structure· 2 Research Focus:protein structure prediction· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Approach:graph neural network· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Jianmin WangiD· 2 shared Xue LiiD· 2 shared Ben CaoiD· 1 shared Chunyan LiiD· 1 shared Enrico G. PetrettoiD· 1 shared Jiashun MaoiD· 1 shared Kyoung Tai NoiD· 1 shared Shuang WangiD· 1 shared

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2024-2025 · peak 1/yr

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10 top collaborators · 29 mutual co-author links

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2 shared papersBioinformatics

Jianmin WangORCID

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2 papers

Recent·Most cited

BioinformaticsIEEE Journal of Biomedical and Health InformaticsPeer-reviewedFeb 13, 2025

Predicting mutation-disease associations through protein interactions via deep learning

Xue Li, Ben Cao, Jianmin Wang…·Tao Song

This paper constructs a mutation-disease dataset and proposes CGM to predict mutation-disease associations, identifying 22 unknown protein interaction pairs.

18 citationstop 3%

protein structuredeep learning

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BioinformaticsJournal of Chemical Theory and ComputationPeer-reviewedMay 30, 2024

Exploring the conformational ensembles of protein-protein complex with transformer-based generative model

Jianmin Wang, Xun Wang, Yanyi Chu…·Xiangxiang Zeng

This study uses a transformer-based generative model to generate novel protein-protein complex conformations from molecular dynamics simulations, enhancing conformational exploration.

26 citations

protein structuredeep learning

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