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Structure-guided Multi-branch Graph Fusion for Smart Contract Vulnerability Detection

Smart contract vulnerability detection is essential for ensuring the security and reliability of blockchain applications. Existing program analysis methods rely heavily on handcrafted rules and often generalize poorly to contracts with complex control flow, whereas many learning-based methods depend on a single graph r...