Applying Genetic Improvement Techniques for Automated Program Repair of Transpiled Code

Created by W.Langdon from gp-bibliography.bib Revision:1.8670

@InProceedings{jadhwani:2026:GI,

• author = "Prasham Jadhwani and Carol Hanna and William B. Langdon and Justyna Petke",
• title = "Applying Genetic Improvement Techniques for Automated Program Repair of Transpiled Code",
• booktitle = "15th International Workshop on Genetic Improvement @ICSE 2026",
• year = "2026",
• editor = "Aymeric Blot and Oliver Krauss",
• address = "Rio de Janeiro",
• month = "12 " # apr,
• keywords = "genetic algorithms, genetic programming, genetic improvement",
• size = "8 pages",
• abstract = "We use Genetic Improvement (GI)-based Automated Program Repair (APR) techniques for syntax correction on transpiled code produced by both large language models (LLMs) and rule-based translators. LLM-assisted Type Change Operator and Boolean Value Change Operator were added to Magpie, which reduced transpilation bugs from Python to Java by 33 percent (LLM) and by 18 percent on rule-based translations.",
• notes = "GI @ ICSE 2026,

  ",

}

Genetic Programming entries for Prasham Jadhwani Carol Hanna William B Langdon Justyna Petke

Citations