Author

Xinyuan Liu

University of Electronic Science and Technology of China

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Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Chen LiuiD· 1 shared Guo JiD· 1 shared H H. CheniD· 1 shared Jing Wang· 1 shared Jun XieiD· 1 shared Qinjin Liu· 1 shared Tong Xu· 1 shared Xiumei Wu· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Chen LiuORCID

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1 paper

Recent·Most cited

NEURA: A proof-carrying framework for hallucination-resistant neuroimaging automation

Jun Xie, Jing Wang, Xiumei Wu, Xinyuan Liu, Yiqi Mi, Qinjin Liu, Tong Xu, Chen Liu, H H. Chen, Guo J

NEURA automates neuroimaging workflows using a proof-carrying framework to reduce hallucination, achieving high accuracy and detecting injected errors in controlled experiments.

bioRxiv · May 21, 2026 · PreprintNeuroscience