Lingming Zhang
- Magicoder: Empowering Code Generation with OSS-Instruct
2023/12/04 by Yuxiang Wei, Zhe Wang, Wei, Yuxiang +7 · 1 voice · 60 citations
#cs.CL #cs.AI #cs.SE
- Agentless: Demystifying LLM-based Software Engineering Agents
2024/07/01 by Chunqiu Steven Xia, Xia, Chunqiu Steven, Yinlin Deng +5 · 2 voices · 88 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 · 227 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 Model-Based Agents for Software Engineering: A Survey
2024/09/04 by Junwei Liu, Kaixin Wang, Liu, Junwei +11 · 45 citations
Computer Science · #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services
- SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
2025/02/25 by Yuxiang Wei, Olivier Duchenne, Wei, Yuxiang +15 · 67 citations
Computer Science · #Software Engineering Research #Multi-Agent Systems and Negotiation
- Large Language Models are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models
2022/12/30 by Yinlin Deng, Deng, Yinlin, Chunqiu Steven Xia +7 · 23 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
- Code as Agent Harness
2026/05/18 by Xuying Ning, Katherine Tieu, Dongqi Fu +39 · 4 voices · 1 citation
#cs.CL #cs.AI
- 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
- SelfCodeAlign: Self-Alignment for Code Generation
2024/10/31 by Yuxiang Wei, Federico Cassano, Wei, Yuxiang +17 · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE)
- 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
- Practical Program Repair via Bytecode Mutation
2018/07/10 by Ali Ghanbari, Lingming Zhang, Ghanbari, Ali +1 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- TESTEVAL: Benchmarking Large Language Models for Test Case Generation
2024/06/06 by Wenhan Wang, Wang, Wenhan, Chenyuan Yang +15 · 9 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
- NeuRI: Diversifying DNN Generation via Inductive Rule Inference
2023/02/04 by Jiawei Liu, Liu, Jiawei, Jinjun Peng +5 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #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)
- SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
2025/06/13 by H.-C. Lee, Lee, Hwiwon, Ziqi Zhang +5 · 14 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Advanced Malware Detection Techniques #Scientific Computing and Data Management
- Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation
2022/02/21 by Jiawei Liu, Liu, Jiawei, Yuxiang Wei +7 · 3 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Testing and Debugging Techniques #Advanced Neural Network Applications
- DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems
2018/12/27 by Husheng Zhou, Zhou, Husheng, Wei Li +11 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
- TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation
2020/12/26 by Lingming Zhang, Zhang, Lingming, Yue Zhao +13 · 1 citation
Dentistry · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Orthodontics and Dentofacial Orthopedics
- 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 · 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
- PurpCode: Reasoning for Safer Code Generation
2025/07/25 by Jiawei Liu, Nirav Diwan, Liu, Jiawei +23 · 5 citations
Computer Science · #Formal Methods in Verification #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- Toward Training Superintelligent Software Agents through Self-Play SWE-RL
2025/12/21 by Yuxiang Wei, Wei, Yuxiang, Zhiqing Sun +15 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering (cs.SE) #Software Engineering Research
- Minimizing False Positives in Static Bug Detection via LLM-Enhanced Path Feasibility Analysis
2025/06/12 by Xueying Du, Kaiping Yu, Du, Xueying +15 · 1 citation
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Engineering Techniques and Practices