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Author

Lei Xue

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Review Open access Oct 2026

Revisiting Graph Representations for ML-Based Binary Code Similarity Detection: A Systematic Study

A systematic study of graph representations for ML-based BCSD is presented, finding that no single representation is universally dominant, that distinct topologies exhibit unique strengths depending on the evaluation scenario, and that their rankings are largely backbone-stable despite varying absolute performance.

Teng-Teng Yang, Yi-Kun Hu, Ji-Can Zhang et al. · 0 citations
Aug 2026

Shalton: Cross-Runtime Static Analysis for Android Applications

Shalton is introduced, a static analysis framework that analyzes CIL bytecode from C# and Dalvik bytecode from Java and reconstructs interactions between CIL and Dalvik components, enabling existing Android static analyzers to reason about both bytecode formats.

Runze Tan, Jun-Tao Hu, Lei Xue et al. · 0 citations

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