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
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…
cs.SE2024
Tumbling Down the Rabbit Hole: How do Assisting Exploration Strategies Facilitate Grey-box Fuzzing?
Mingyuan Wu, Jiahong Xiang, Kunqiu Chen +4
Many assisting exploration strategies have been proposed to assist grey-box fuzzers in exploring program states guarded by tight and complex branch conditions such as equality cons…