Xia, Chunqiu Steven
- Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
2023/05/02 by Jiawei Liu, Liu, Jiawei, Chunqiu Steven Xia +5 · 356 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 Testing and Debugging Techniques #Topic Modeling
- Agentless: Demystifying LLM-based Software Engineering Agents
2024/07/01 by Chunqiu Steven Xia, Xia, Chunqiu Steven, Yinlin Deng +5 · 2 voices · 125 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG #cs.SE
- Large Language Models are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models
2022/12/30 by Yinlin Deng, Chunqiu Steven Xia, Deng, Yinlin +7 · 38 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
- UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
2024/04/26 by Cheryl Lee, Chunqiu Steven Xia, Lee, Cheryl +10 · 21 citations
Computer Science · #Multi-Agent Systems and Negotiation #Advanced Software Engineering Methodologies #Software Engineering Research
- Conversational Automated Program Repair
2023/01/30 by Chunqiu Steven Xia, Xia, Chunqiu Steven, Lingming Zhang +1 · 13 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM
2024/03/28 by Chunqiu Steven Xia, Yinlin Deng, Xia, Chunqiu Steven +3 · 13 citations
Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Rough Sets and Fuzzy Logic #Software Engineering (cs.SE)
- Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT
2023/04/04 by Yinlin Deng, Chunqiu Steven Xia, Deng, Yinlin +9 · 9 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
2025/11/17 by Chunqiu Steven Xia, Xia, Chunqiu Steven, Zhe Wang +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability