主要研究领域包括：智能软件工程、技术债务检测、大语言模型，近五年发表学术论文10余篇，列表如下：

1.Unadmittedtechnicaldebt: Dataset anddetectionapproaches[J]. IEEE Transactions on Software Engineering, 2025.(CCF-A期刊，中科院1区TOP)

2.Leveraging multi-task learning to fine-tune RoBERTa forself-admittedtechnicaldebt identification and classification[J]. Journal of Systems and Software, 2025: 112629.(CCF-B期刊，中科院2区)

3.Efficient feature envy detection and refactoring based on graph neural network[J]. Automated Software Engineering, 2024, 32(1): 7.(CCF-B期刊，中科院1区)

4.Detecting and refactoring feature envy based on graph neural network[C]//2022 IEEE 33rd International Symposium on Software Reliability Engineering (ISSRE). IEEE, 2022: 458-469.(CCF-B会议)

5.Visibility forecast in Jiangsu province based on the GCN-GRU model[J]. Scientific Reports, 2024, 14(1): 12599.(中科院2区)

6.Graph-based code semantics learning for efficient semantic code clone detection[J]. Information and Software Technology, 2023, 156: 107130.(CCF-B期刊，中科院2区)

7.Actionable code smell identification with fusion learning of metrics and semantics[J]. Science of Computer Programming, 2024, 236: 103110.(CCF-B期刊，中科院4区)

8.Feature envy detection based on cross-graph local semantics matching[J]. Information and Software Technology, 2024, 174: 107515.(CCF-B期刊，中科院2区)

9.Enhancing structural knowledge in code smell identification: A fusion learning framework combining AST-based metrics with semantic embeddings[J]. Expert Systems with Applications, 2025, 263: 125725.(CCF-C期刊，中科院1区TOP)

10.Method-level technical debt detection based on source code and comments[J]. Science of Computer Programming, 2026: 103540.(CCF-B期刊，中科院4区)