3 papers
cs.SE2026
Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis
Jiahong Xiang, Xiaoyang Xu, Xiaopan Chu +2
Autonomous agents for automated program repair represent a promising frontier in software engineering, yet their effectiveness is often hindered by reliance on post-mortem, coarse-…
cs.SE2026
Agentic Harness for Real-World Compilers
Yingwei Zheng, Cong Li, Shaohua Li +2
Compilers are critical to modern computing, yet fixing compiler bugs is difficult. While recent large language model (LLM) advancements enable automated bug repair, compiler bugs p…
cs.SE2026
Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents
Jiahong Xiang, Wenxiao He, Xihua Wang +2
The Rust programming language presents a steep learning curve and significant coding challenges, making the automation of issue resolution essential for its broader adoption. Recen…