2 papers
cs.SE2026
Multi-Perspective Agentic Program Repair via Code Property Graphs and Temporal Execution Graphs
Zhili Huang, Ling Xu, Hongyu Zhang
Large language models (LLMs) have improved automated program repair (APR), but two limitations remain. First, raw execution traces are often too large and repetitive to serve as ef…
cs.SE2025
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…