2 papers
cs.SE2026
Dynamic Cogeneration of Bug Reproduction Test in Agentic Program Repair
Runxiang Cheng, Michele Tufano, José Cambronero +7
Bug Reproduction Tests (BRTs) have been used in many Automated Program Repair (APR) systems, primarily for validating fixes and aiding fix generation. In practice, when developers…
cs.SE2026
Abstain and Validate: A Dual-LLM Policy for Reducing Noise in Agentic Program Repair
José Cambronero, Michele Tufano, Sherry Shi +7
Agentic Automated Program Repair (APR) is increasingly tackling complex, repository-level bugs in industry, but ultimately these patches still need to be reviewed by a human before…