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Author

Yang Liu

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Preprint Sep 2026

Context-Aware Functional Modeling for Android Third-Party Library Detection

Third-party libraries (TPLs) are widely used in Android apps, but their reuse can introduce security risks and interfere with downstream program analyses. Existing Android TPL detection approaches face two key limitations: their hand-crafted features are fragile under aggressive code transformations, and their whole-li...

Di-Hao Fan, Jian Zhang, Ya-Sai Shi et al. · 0 citations
Open access Aug 2026

Routed Prototype Adapters for Federated Financial Return Prediction with Frozen LLMs

The results suggest that compositional shared adaptation with local residual personalization is a practical direction for financial LLM deployment under data-local, communication-constrained, and heterogeneous federated settings.

Bo-Wen Li, Si-Yuan Ma, Yang Liu · 0 citations

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