Pengyu Nie
- Program-as-Weights: A Programming Paradigm for Fuzzy Functions
2026/07/02 by Wentao Zhang, Liliana Hotsko, Woojeong Kim +3 · 11 voices
#cs.LG #cs.AI #cs.CL
- CoditT5: Pretraining for Source Code and Natural Language Editing
2022/08/10 by Jiyang Zhang, Zhang, Jiyang, Sheena Panthaplackel +7 · 13 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Learning Deep Semantics for Test Completion
2023/02/20 by Pengyu Nie, Nie, Pengyu, Rahul Banerjee +7 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation
2024/11/01 by Marcos Macedo, Macedo, Marcos, Yuan Tian +7 · 13 citations
Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
- Suggesting Code Edits in Interactive Machine Learning Notebooks Using Large Language Models
2025/01/16 by Bihui Jin, Jin, Bihui, Jiayue Wang +3 · 3 citations
Computer Science · #Natural Language Processing Techniques #Online Learning and Analytics #Software Testing and Debugging Techniques
- Multilingual Code Co-Evolution Using Large Language Models
2023/07/27 by Jiyang Zhang, Pengyu Nie, Zhang, Jiyang +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software Reliability and Analysis Research
- Impact of Evaluation Methodologies on Code Summarization
2021/08/22 by Pengyu Nie, Jiyang Zhang, Nie, Pengyu +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- exLong: Generating Exceptional Behavior Tests with Large Language Models
2024/05/23 by Jiyang Zhang, Yu Liu, Zhang, Jiyang +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
- Efficient Incremental Code Coverage Analysis for Regression Test Suites
2024/10/29 by Jiale Wang, Kaiyuan Wang, Wang, Jiale Amber +3 · 1 citation
Computer Science · #Software Testing and Debugging Techniques #Machine Learning and Data Classification #Natural Language Processing Techniques