Songqiang Chen

1. MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing
   2024/08/28 by Congying Xu, Songqiang Chen, Xu, Congying +11 · 6 citations
   Medicine · #Advanced MRI Techniques and Applications
2. FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements
   2023/11/06 by Xiaoyuan Xie, Xie, Xiaoyuan, Zhipeng Cai +5 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
3. Subgraph-Oriented Testing for Deep Learning Libraries
   2024/12/09 by Xiaoyuan Xie, Xie, Xiaoyuan, Yan Song +5 · 1 citation
   Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
4. Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval
   2025/02/26 by Jia‐Rong Wu, Wu, Jiarong, Songqiang Chen +7 · 3 citations
   Computer Science · Medicine · Social Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
5. When LLMs Meet API Documentation: Can Retrieval Augmentation Aid Code Generation Just as It Helps Developers?
   2025/03/19 by Jingyi Chen, Chen, Jingyi, Songqiang Chen +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Library Science and Information Systems #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Software Engineering (cs.SE)
6. Understanding Agent-Reactive Bugs at the Model-Harness Boundary: An Empirical Study of LLM Agent Issue Reports
   2026/07/17 by Jingyi Chen, Songqiang Chen, Hengcheng Zhu +3
   #cs.SE