SimP combines Perses-style deletion with a long-tail detector and LLM-based semantic and syntactic mutation to reduce compiler bug test cases 1.75x faster than the better of Perses and LPR, while keeping reduced programs comparable in size.
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SimP: Unifying Syntax- and Semantic-Guided Techniques for Efficient Program Reduction
SimP combines Perses-style deletion with a long-tail detector and LLM-based semantic and syntactic mutation to reduce compiler bug test cases 1.75x faster than the better of Perses and LPR, while keeping reduced programs comparable in size.