Chunqiu Steven Xia
- Agentless: Demystifying LLM-based Software Engineering Agents
2024/07/01 by Chunqiu Steven Xia, Xia, Chunqiu Steven, Yinlin Deng +5 · 2 voices · 90 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
- Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
2023/05/02 by Jiawei Liu, Chunqiu Steven Xia, Liu, Jiawei +5 · 235 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
- Fuzz4All: Universal Fuzzing with Large Language Models
2023/08/09 by Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian +2 · 1 voice · 28 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques #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 · 23 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, Lee, Cheryl, Chunqiu Steven Xia +10 · 15 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 · 9 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, Xia, Chunqiu Steven, Yinlin Deng +3 · 7 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)
- Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
2025/11/17 by Chunqiu Steven Xia, Zhe Wang, Xia, Chunqiu Steven +7 · 4 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