Chunrong Fang

A Survey of Learning-based Automated Program Repair

2023 · arXiv (Cornell University)

Automated program repair (APR) aims to fix software bugs automatically and plays a crucial role in software development and maintenance. With the recent advances in deep learning (DL), an increasing number of APR techniques have …

OATGA: Optimizing Adversarial Training via Genetic Algorithm for Automatic Modulation Classification

2023

Recently, with the explosive growth of the mobile devices, spectrum sensing for wireless devices has become an attractive research. Automatic modulation classification (AMC) is an important task in spectrum sensing and plays an important role …

Static Code Analyzer Recommendation via Preference Mining

2024 · arXiv (Cornell University)

Static Code Analyzers (SCAs) have played a critical role in software quality assurance. However, SCAs with various static analysis techniques suffer from different levels of false positives and false negatives, thereby yielding the varying performance …

Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization

2025 · arXiv (Cornell University)

Commenting code is a crucial activity in software development, as it aids in facilitating future maintenance and updates. To enhance the efficiency of writing comments and reduce developers' workload, researchers has proposed various automated code …