Cuiyun Gao

1. Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem
   2023/10/19 by Yun Peng, Ruida Hu, Peng, Yun +9 · 2 voices · 2 citations
   Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #cs.SE
2. ReposVul: A Repository-Level High-Quality Vulnerability Dataset
   2024/01/24 by Xinchen Wang, Wang, Xinchen, Ruida Hu +9 · 12 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
3. Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling
   2025/07/31 by T- Team, Pengfei Gao, Trae Research Team +26 · 32 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software System Performance and Reliability #Software Testing and Debugging Techniques
4. The Current Challenges of Software Engineering in the Era of Large Language Models
   2024/12/19 by Cuiyun Gao, Xing Hu, Gao, Cuiyun +7 · 14 citations
   Computer Science · #Software System Performance and Reliability
5. SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection
   2024/03/28 by Xin-Cheng Wen, Cuiyun Gao, Wen, Xin-Cheng +7 · 8 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
6. XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
   2024/02/27 by Yuanhang Yang, Shiyi Qi, Yang, Yuanhang +9 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM #Neural Networks and Applications
7. On Extracting Specialized Code Abilities from Large Language Models: A Feasibility Study
   2023/03/06 by Zongjie Li, Chaozheng Wang, Li, Zongjie +12 · 5 citations
   Computer Science · #Software Engineering Research #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
8. REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes
   2023/09/15 by Chaozheng Wang, Wang, Chaozheng, Zongjie Li +13 · 5 citations
   Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
9. Two Sides of the Same Coin: Exploiting the Impact of Identifiers in Neural Code Comprehension
   2022/07/22 by Shuzheng Gao, Cuiyun Gao, Gao, Shuzheng +8 · 3 citations
   Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Advanced Malware Detection Techniques
10. CoreGen: Contextualized Code Representation Learning for Commit Message Generation
    2020/07/14 by Lun Yiu Nie, Cuiyun Gao, Nie, Lun Yiu +9 · 2 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 Engineering Techniques and Practices #Software System Performance and Reliability
11. When Less is Enough: Positive and Unlabeled Learning Model for Vulnerability Detection
    2023/08/21 by Xin-Cheng Wen, Wen, Xin-Cheng, Xinchen Wang +9 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Web Application Security Vulnerabilities
12. Practitioners' Expectations on Code Completion
    2023/01/10 by Chaozheng Wang, Wang, Chaozheng, Junhao Hu +13 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
13. APIGen: Generative API Method Recommendation
    2024/01/29 by Yujia Chen, Chen, Yujia, Cuiyun Gao +9 · 3 citations
    Computer Science · #Software Engineering Research #Web Data Mining and Analysis
14. A Roadmap on Modern Code Review: Challenges and Opportunities
    2024/05/28 by Zezhou Yang, Cuiyun Gao, Yang, Zezhou +11 · 3 citations
    Social Sciences · #Artificial Intelligence in Law #Legal processes and jurisprudence #Comparative and International Law Studies
15. Code Structure–Guided Transformer for Source Code Summarization
    2023/01/31 by Shuzheng Gao, Cuiyun Gao, Yulan He +4 · 2 citations
16. EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment
    2024/12/11 by Xin-Cheng Wen, Wen, Xin-Cheng, J Ye +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
17. An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities
    2025/01/23 by Zezhou Yang, Sirong Chen, Yang, Zezhou +11 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Web Data Mining and Analysis
18. A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How
    2024/09/20 by Chaozheng Wang, Wang, Chaozheng, Shuzheng Gao +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software Engineering Research #Web Data Mining and Analysis
19. Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing
    2020/08/23 by Cuiyun Gao, Gao, Cuiyun, Jichuan Zeng +11 · 1 citation
    Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Web Data Mining and Analysis
20. VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection
    2024/04/24 by Xin-Cheng Wen, Xinchen Wang, Wen, Xin-Cheng +9 · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
21. RAG or Fine-tuning? A Comparative Study on LCMs-based Code Completion in Industry
    2025/05/21 by Chaozheng Wang, Wang, Chaozheng, Zezhou Yang +12 · 5 citations
    Materials Science · #Copper Interconnects and Reliability #FOS: Computer and information sciences #Software Engineering (cs.SE)
22. Towards Modeling Software Quality of Virtual Reality Applications from Users' Perspectives
    2023/08/13 by Shuqing Li, Li, Shuqing, Lili Wei +9 · 3 citations
    Computer Science · #D.2.9 #FOS: Computer and information sciences #H.5.1 #Human-Computer Interaction (cs.HC) #Image and Video Quality Assessment #Software Engineering (cs.SE) #Virtual Reality Applications and Impacts
23. Label-Aware Distribution Calibration for Long-tailed Classification
    2021/11/09 by Chaozheng Wang, Wang, Chaozheng, Shuzheng Gao +11 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
24. Source Code Summarization with Structural Relative Position Guided Transformer
    2022/02/14 by Zi Gong, Cuiyun Gao, Gong, Zi +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
25. Why an Android App is Classified as Malware? Towards Malware Classification Interpretation
    2020/04/24 by Bozhi Wu, Sen Chen, Wu, Bozhi +11 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Software Testing and Debugging Techniques
26. A Real-World Benchmark for Evaluating Fine-Grained Issue Solving Capabilities of Large Language Models
    2024/11/27 by Ruida Hu, Chao Peng, Hu, Ruida +15 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
27. An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities
    2025/02/14 by Zezhou Yang, Sirong Chen, Cuiyun Gao +4 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
28. MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
    2022/12/19 by Zi Gong, Gong, Zi, Yinpeng Guo +9 · 1 citation
    Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Parallel Computing and Optimization Techniques
29. RepoMasterEval: Evaluating Code Completion via Real-World Repositories
    2024/08/07 by Qinyun Wu, Chao Peng, Wu, Qinyun +18 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
30. Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code
    2024/05/18 by Yu‐Jia Chen, Chen, Yujia, Cuiyun Gao +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE) #Topic Modeling
31. Repository-Level Graph Representation Learning for Enhanced Security Patch Detection
    2024/12/11 by Xin-Cheng Wen, Zirui Lin, Wen, Xin-Cheng +9 · 2 citations
    Computer Science · #Network Security and Intrusion Detection #Information and Cyber Security #Cybercrime and Law Enforcement Studies
32. Exploring Multi-Lingual Bias of Large Code Models in Code Generation
    2024/04/30 by Chaozheng Wang, Wang, Chaozheng, Zongjie Li +15 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Speech and dialogue systems #Topic Modeling
33. Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities
    2025/05/28 by Huang, Yiming, Jiyu Guo, Guo, Jiyu +10 · 2 citations
    Computer Science · #Semantic Web and Ontologies
34. TraceDev: A Traceability-Driven Multi-agent Framework for Requirement-to-Code Development
    2026/07/21 by Mingyu Chen, Yakun Zhang, Zihao Xie +7
    Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
35. Towards Reliable C-to-Rust Translation with Rule-Guided Reasoning and Reinforcement Learning
    2026/07/22 by Feng Luo, Jiachen Liu, Cuiyun Gao +2
    #cs.SE