Author

Han Cui

Shantou University

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Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Shaojia HuangiD· 1 shared Tao Xu· 1 shared Yuge Zhu· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Shaojia HuangORCID

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1 paper

Recent·Most cited

Stimulus overlap confounds generalization in EEG foundation-model benchmarks

Han Cui, Yuge Zhu, Shaojia Huang, Tao Xu

The paper evaluates how stimulus overlap affects generalization in EEG foundation models, finding that it significantly improves decoding accuracy and accounts for most seen-stimulus performance.

bioRxiv · Oct 14, 2026 · PreprintNeuroscience