automated program repair 1code property graphs 1LLM-based repair 1multi-perspective reasoning 1temporal execution graphs 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.SE2026
Multi-Perspective Agentic Program Repair via Code Property Graphs and Temporal Execution Graphs
Zhili Huang, Ling Xu, Hongyu Zhang
The paper presents CT-Repair, an agentic automated program repair framework that leverages Code Property Graphs and Temporal Execution Graphs to provide static, dynamic, and hybrid…
cs.SE2026
DynaFix: Iterative Automated Program Repair Driven by Execution-Level Dynamic Information
Zhili Huang, Ling Xu, Chao Liu +5
Automated Program Repair (APR) aims to automatically generate correct patches for buggy programs. Recent approaches leveraging large language models (LLMs) have shown promise but f…