Guiding LLM-Based Loop Invariant Synthesis via Feedback on Local Reasoning Errors

Tianchi Li, Zhenyu Yan, Junhao Liu 0002, Peng Di, Xin Zhang 0035. Guiding LLM-Based Loop Invariant Synthesis via Feedback on Local Reasoning Errors. ACM Transactions on Programming Languages and Systems, 48(2), June 2026. [doi]

Abstract

Abstract is missing.