Haipeng Cai

Executable artifacts are the only dataset category where quality checks align with real-world applicability, while most code-sample datasets fall short on authenticity and context.

Multi-driver fuzzing can increase coverage by nearly 28% and expose unique bugs that single-driver approaches miss, revealing the structural intricacies of software exploration.