Sun, Weisong

1. A Survey on Large Language Models for Software Engineering
   2023/12/23 by Quanjun Zhang, Chunrong Fang, Zhang, Quanjun +13 · 27 citations
   Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
2. A Survey of Learning-based Automated Program Repair
   2023/01/09 by Quanjun Zhang, Zhang, Quanjun, Chunrong Fang +7 · 16 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
3. Automatic Code Summarization via ChatGPT: How Far Are We?
   2023/05/22 by Weisong Sun, Sun, Weisong, Chunrong Fang +23 · 12 citations
   Computer Science · #68T50 #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
4. GAMMA: Revisiting Template-based Automated Program Repair via Mask Prediction
   2023/09/17 by Quanjun Zhang, Chunrong Fang, Zhang, Quanjun +9 · 13 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
5. Source Code Summarization in the Era of Large Language Models
   2024/07/09 by Weisong Sun, Yun Miao, Sun, Weisong +15 · 16 citations
   Computer Science · #68-04 #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #D.2.3 #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
6. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 46 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
7. Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation
   2024/01/12 by Chong Wang, Zhang Jian, Wang, Chong +11 · 12 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
8. A Systematic Literature Review on Large Language Models for Automated Program Repair
   2024/05/02 by Zhang, Quanjun, Fang, Chunrong, Xie, Yang +4 · 10 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
9. Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?
   2023/08/24 by Zhang, Quanjun, Fang, Chunrong, Yu, Bowen +3 · 8 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
10. A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair
    2023/10/13 by Quanjun Zhang, Zhang, Quanjun, Tongke Zhang +11 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
11. Promptware Engineering: Software Engineering for Prompt-Enabled Systems
    2025/03/04 by Zhenpeng Chen, Chong Wang, Chen, Zhenpeng +10 · 8 citations
    Computer Science · #Software Testing and Debugging Techniques #Software Reliability and Analysis Research #Software System Performance and Reliability
12. Image-Based Geolocation Using Large Vision-Language Models
    2024/08/18 by Liu, Yi, Ding, Junchen, Deng, Gelei +6 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
13. Backdooring Neural Code Search
    2023/05/27 by Weisong Sun, Yuchen Chen, Sun, Weisong +11 · 3 citations
    Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning
14. APPT: Boosting Automated Patch Correctness Prediction via Fine-tuning Pre-trained Models
    2023/01/29 by Quanjun Zhang, Chunrong Fang, Zhang, Quanjun +10 · 3 citations
    Computer Science · #Machine Learning in Healthcare #AI in cancer detection #Machine Learning and Data Classification
15. TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference
    2024/07/02 by Wang, Chong, Zhang, Jian, Lou, Yiling +4 · 4 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
16. Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?
    2023/12/01 by Weisong Sun, Chunrong Fang, Sun, Weisong +19 · 3 citations
    Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software Reliability and Analysis Research
17. An Extractive-and-Abstractive Framework for Source Code Summarization
    2022/06/15 by Weisong Sun, Sun, Weisong, Chunrong Fang +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
18. Benchmarking Bias in Large Language Models during Role-Playing
    2024/11/01 by Li, Xinyue, Chen, Zhenpeng, Zhang, Jie M. +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
19. Towards Effective Detection of Ponzi schemes on Ethereum with Contract Runtime Behavior Graph
    2024/06/03 by Liang, Ruichao, Chen, Jing, Wu, Cong +6 · 2 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
20. Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization
    2025/03/13 by Weisong Sun, Yiran Zhang, Sun, Weisong +19 · 3 citations
    Computer Science · #68-04 #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #I.2.7 #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
21. Knowledge-Based Multi-Agent Framework for Automated Software Architecture Design
    2025/03/26 by Zhang, Yiran, Li, Ruiyin, Liang, Peng +2 · 5 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
22. Program Repair: Automated vs. Manual
    2022/03/10 by Quanjun Zhang, Zhang, Quanjun, Yuan Zhao +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
23. Security of Language Models for Code: A Systematic Literature Review
    2024/10/21 by Chen, Yuchen, Sun, Weisong, Fang, Chunrong +7 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
24. Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision
    2025/08/26 by Lu, Xu, Sun, Weisong, Zhang, Yiran +4 · 3 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
25. A Survey of Source Code Search: A 3-Dimensional Perspective
    2023/11/13 by Sun, Weisong, Fang, Chunrong, Ge, Yifei +6 · 1 citation
    #68-04 #D.2.3 #FOS: Computer and information sciences #Software Engineering (cs.SE)
26. A Prompt Learning Framework for Source Code Summarization
    2023/12/26 by Xu, Tingting, Chunrong Fang, Miao, Yun +15 · 1 citation
    Computer Science · #68-04 #68T30 #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #I.2.2 #I.2.4 #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
27. Machine Translation Testing via Syntactic Tree Pruning
    2024/01/01 by Quanjun Zhang, Zhang, Quanjun, Juan Zhai +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
28. Self and Cross-Model Distillation for LLMs: Effective Methods for Refusal Pattern Alignment
    2024/06/17 by Jie Li, Yi Liu, Li, Jie +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning and Algorithms #Machine Learning and Data Classification
29. iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development
    2025/07/17 by Dongming Jin, Weisong Sun, Jin, Dongming +10 · 3 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis
30. Can Distillation Mitigate Backdoor Attacks in Pre-trained Encoders?
    2024/03/06 by Tingxu Han, Wei Song, Han, Tingxu +19 · 1 citation
    Computer Science · Engineering · Decision Sciences · #Sensor Technology and Measurement Systems #Fault Detection and Control Systems #Scientific Measurement and Uncertainty Evaluation
31. Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders
    2024/06/05 by Tingxu Han, Han, Tingxu, Weisong Sun +13 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Real-time simulation and control systems
32. ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization
    2024/07/01 by Fang, Chunrong, Sun, Weisong, Chen, Yuchen +7 · 1 citation
    #68-04 #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #I.2.7 #Software Engineering (cs.SE)
33. Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness
    2025/02/20 by Weisong Sun, Sun, Weisong, Yuchen Chen +15 · 1 citation
    Computer Science · #68-06 #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #D.2.3 #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #I.2.7 #Software Engineering (cs.SE)
34. Demonstration Attack against In-Context Learning for Code Intelligence
    2024/10/03 by Ge, Yifei, Sun, Weisong, Lou, Yihang +7 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
35. Software Development Life Cycle Perspective: A Survey of Benchmarks for Code Large Language Models and Agents
    2025/05/08 by Kaixin Wang, Tianlin Li, Wang, Kaixin +13 · 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 System Performance and Reliability
36. Hallucination Detection for LLM-based Text-to-SQL Generation via Two-Stage Metamorphic Testing
    2025/12/24 by Yang, Bo, Xia, Yinfen, Sun, Weisong +1 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)