Author

Lei G. Wang

Chinese Academy of SciencesPrimary ORCID profile (0000-0002-0664-2704 · 3 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Lei G. WangiD3 papers · Oregon Health & Science University

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Ang Li· 1 shared Bing LiuiD· 1 shared Changsheng Dong· 1 shared Junxing Xian· 1 shared Kaixin LiiD· 1 shared Meiyun Wang· 1 shared Qi WangiD· 1 shared Shangzheng Huang· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Ang Li

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1 paper

Recent·Most cited

PI-FC: Pre-training Individual-specific Functional Connectome through State-invariant Contrastive Learning

Yingjie Peng, Xiaohan Tian, Yini He, Shangzheng Huang, Tongyu Zhang, Junxing Xian, Tian Gao, Qi Wang, Changsheng Dong, Xiya Liu, Kaixin Li, Yao Ge, Xianchang Zhang, Lei G. Wang, Yiheng Tu, , Ang Li

PI-FC uses state-invariant contrastive learning to extract stable individual brain signatures from fMRI, improving phenotypic prediction accuracy and reducing scanning time across multiple datasets.

bioRxiv · Sep 21, 2025 · PreprintNeuroscience