Yoo, Shin
- Large Language Models for Software Engineering: Survey and Open Problems
2023/10/05 by Angela Fan, Fan, Angela, Beliz Gokkaya +11 · 46 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction
2022/09/23 by Sungmin Kang, Kang, Sungmin, Juyeon Yoon +3 · 34 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Engineering Techniques and Practices
- Explainable Automated Debugging via Large Language Model-driven Scientific Debugging
2023/04/05 by Kang, Sungmin, Chen, Bei, Yoo, Shin +1 · 14 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Mining Fix Patterns for FindBugs Violations
2017/12/08 by Kui Liu, Dongsun Kim, Liu, Kui +7 · 7 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction
2023/11/08 by Sungmin Kang, Kang, Sungmin, Juyeon Yoon +5 · 7 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
- Beyond pip install: Evaluating LLM Agents for the Automated Installation of Python Projects
2024/12/09 by Louis Milliken, Milliken, Louis, Sungmin Kang +3 · 1 voice · 8 citations
Decision Sciences · #Scientific Computing and Data Management #cs.SE
- Empirical Evaluation of Mutation-based Test Prioritization Techniques
2017/09/14 by Donghwan Shin, Shin Yoo, Shin, Donghwan +5 · 2 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
- The GitHub Recent Bugs Dataset for Evaluating LLM-based Debugging Applications
2023/10/20 by Jae Yong Lee, Sungmin Kang, Lee, Jae Yong +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- Fonte: Finding Bug Inducing Commits from Failures
2022/12/13 by Gabin An, An, Gabin, Jingun Hong +5 · 3 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- Autonomous Large Language Model Agents Enabling Intent-Driven Mobile GUI Testing
2023/11/15 by Juyeon Yoon, Robert Feldt, Yoon, Juyeon +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Identifying Inaccurate Descriptions in LLM-generated Code Comments via Test Execution
2024/06/21 by Sungmin Kang, Louis Milliken, Kang, Sungmin +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Web Application Security Vulnerabilities
- Searching for Multi-Fault Programs in Defects4J
2021/08/10 by Gabin An, An, Gabin, Juyeon Yoon +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- The Inversive Relationship Between Bugs and Patches: An Empirical Study
2023/03/01 by Jin-Han Kim, Kim, Jinhan, Jongchan Park +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Real Faults in Deep Learning Fault Benchmarks: How Real Are They?
2024/12/20 by Gunel Jahangirova, Nargiz Humbatova, Jahangirova, Gunel +7 · 2 citations
Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications #Software Engineering Research
- Learning Test-Mutant Relationship for Accurate Fault Localisation
2023/06/04 by Kim, Jinhan, An, Gabin, Feldt, Robert +1 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Towards Autonomous Testing Agents via Conversational Large Language Models
2023/06/08 by Robert Feldt, Sungmin Kang, Feldt, Robert +5 · 1 citation
Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
- CSA-Trans: Code Structure Aware Transformer for AST
2024/04/07 by Saeyoon Oh, Oh, Saeyoon, Shin Yoo +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
- MuFF: Stable and Sensitive Post-training Mutation Testing for Deep Learning
2025/01/16 by Jin-Han Kim, Kim, Jinhan, Nargiz Humbatova +7 · 1 citation
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Computational Physics and Python Applications
- Adaptive Testing for LLM-Based Applications: A Diversity-based Approach
2025/01/23 by Juyeon Yoon, Yoon, Juyeon, Robert Feldt +3 · 1 citation
Computer Science · #Software Testing and Debugging Techniques #Digital Rights Management and Security
- METAMON: Finding Inconsistencies between Program Documentation and Behavior using Metamorphic LLM Queries
2025/02/05 by Lee, Hyeonseok, An, Gabin, Yoo, Shin · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- DANDI: Diffusion as Normative Distribution for Deep Neural Network Input
2025/02/05 by Somin Kim, Kim, Somin, Shin Yoo +1 · 1 citation
Computer Science · #Neural Networks and Applications