Tufano, Michele
- GraphCodeBERT: Pre-training Code Representations with Data Flow
2020/09/17 by Daya Guo, Shuo Ren, Guo, Daya +33 · 95 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
- AutoDev: Automated AI-Driven Development
2024/03/13 by Michele Tufano, Tufano, Michele, Anisha Agarwal +7 · 3 voices · 5 citations
#cs.SE #cs.AI
- CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding\n and Generation
2021/02/09 by Shuai Lu, Daya Guo, Lu, Shuai +41 · 78 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
- Evaluating Agent-based Program Repair at Google
2025/01/13 by Pat Rondon, Renyao Wei, Rondon, Pat +13 · 3 voices · 17 citations
#cs.SE #cs.AI
- InferFix: End-to-End Program Repair with LLMs
2023/03/13 by Matthew Jin, Jin, Matthew, Syed Shahriar +11 · 33 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
- Unit Test Case Generation with Transformers and Focal Context
2020/09/11 by Tufano, Michele, Drain, Dawn, Svyatkovskiy, Alexey +2 · 19 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Towards Automating Code Review Activities
2021/01/07 by Tufano, Rosalia, Pascarella, Luca, Tufano, Michele +2 · 15 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- On Learning Meaningful Code Changes via Neural Machine Translation
2019/01/25 by Michele Tufano, Jevgenija Pantiuchina, Tufano, Michele +7 · 8 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software System Performance and Reliability
- An Empirical Study on Learning Bug-Fixing Patches in the Wild via Neural\n Machine Translation
2018/12/20 by Michele Tufano, Cody Watson, Tufano, Michele +9 · 6 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Agentic Bug Reproduction for Effective Automated Program Repair at Google
2025/02/03 by Michele Tufano, Cheng, Runxiang, Jürgen Cito +11 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Web Data Mining and Analysis
- Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming
2024/02/22 by Agarwal, Anisha, Chan, Aaron, Chandel, Shubham +6 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation
2024/12/18 by Steenhoek, Benjamin, Tufano, Michele, Sundaresan, Neel +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Learning How to Mutate Source Code from Bug-Fixes
2018/12/27 by Michele Tufano, Tufano, Michele, Cody Watson +9 · 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
- Guigle: A GUI Search Engine for Android Apps
2019/01/03 by Bernal-Cardenas, Carlos, Moran, Kevin, Tufano, Michele +4 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
2021/09/17 by Clement, Colin B., Lu, Shuai, Liu, Xiaoyu +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)