person · DiggingBeagle record
Shuyi Miao
Beihang University researcher and first-listed author of the 2026 ContractLens paper on neuron-level malicious smart-contract classification.
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Record description
Shuyi Miao is listed with Beihang University as the first author of ContractLens: Latent Security Knowledge for Malicious Smart Contract Detection, submitted to arXiv on October 4, 2026. The research studies critical layers and discriminative feed-forward units within frozen language models as features for detecting code-labeled malicious intent in BNB Smart Chain contracts. The paper also cites earlier Ethereum account-analysis research with Miao as first author; this record does not infer institutional role, independent validation, or deployed detector ownership.