Ratnadira Widyasari

1. Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues
   2024/01/27 by Yue Liu, Thanh Le-Cong, Ratnadira Widyasari +4 · 19 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling
2. LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks
   2025/02/10 by Xin Zhou, Zhou, Xin, Martin Weyssow +17 · 17 citations
   Computer Science · Decision Sciences · #Cloud Data Security Solutions #Data Quality and Management #Digital and Cyber Forensics
3. Evaluating SZZ Implementations: An Empirical Study on the Linux Kernel
   2023/08/09 by Yunbo Lyu, Hong Jin Kang, Lyu, Yunbo +7 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
4. Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild
   2026/03/30 by Yue Liu, Ratnadira Widyasari, Yanjie Zhao +3 · 3 voices · 2 citations
   #cs.SE
5. R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation
   2025/04/07 by Martin Weyssow, Chengran Yang, Weyssow, Martin +27 · 4 citations
   Computer Science · #Software Engineering Research #Information and Cyber Security #Adversarial Robustness in Machine Learning
6. Beyond ChatGPT: Enhancing Software Quality Assurance Tasks with Diverse LLMs and Validation Techniques
   2024/09/02 by Ratnadira Widyasari, David Lo, Widyasari, Ratnadira +3 · 1 citation
   Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE)
7. "Go Home Copilot, You're Drunk": Understanding Developer Responses to Agent-Generated Code Review Comments
   2026/07/24 by Shamse Tasnim Cynthia, Ratnadira Widyasari, Banani Roy +2
   Computer Science · #cs.SE
8. PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution
   2026/07/24 by Duc Manh Tran, Ratnadira Widyasari, Ivana Clairine Irsan +6
   #cs.CR #cs.SE