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Xin-Tong Zhou

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Preprint Sep 2026

LLVM Translation Validation Automated with Large Language Models and Lean

LLVM is the cornerstone of modern compilers, but its subtle intermediate representation (IR) semantics make transformations error-prone and necessitate formal verification. Alive2, a state-of-the-art translation validator based on satisfiability modulo theories, has achieved substantial success in automating the valida...

Chun-Feng Liao, Hong-Xu Xu, Xin-Tong Zhou et al. · 0 citations
Preprint Jul 2026

Semantic-aware and Self-improving Program Reduction via Agentic Large Language Models

Reducing bug-triggering programs to their minimal essential form is a fundamental task in debugging language processors such as compilers and interpreters. Existing reduction techniques are limited by their reliance on predefined, syntax-driven transformations that lack semantic understanding of the target program, and...

Xintong Zhou, Hongxu Xu, Chun-Feng Liao et al. · 0 citations

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