My research interests lie in intelligent software engineering, software quality assurance, big data and artificial intelligence, large models, etc

（1） Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion, NAACL 2025, 2025, 第 3 作者

（2） Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems, AAAI 2026, 2025, 第 6 作者  通讯作者

（3） CateEA: Enhancing Entity Alignment via Implicit Category Supervision., the 31st International Conference on Computational Linguistics, 2025, 第 4 作者  通讯作者

（4） Demo2Test: Transfer Testing of Agent in Competitive Environment with Failure Demonstrations, ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2025, 第 5 作者

（5） Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions, ICSE2024, 2024, 第 7 作者

（6） The Metamorphosis: Automatic Detection of Scaling Issues for Mobile Apps, ASE2022, 2022, 第 4 作者

（7） 基于图挖掘扩展学习的增强需求跟踪恢复方法, Enhancing Requirements Traceability Recovery via a Graph Mining-Based Expansion Learning, 计算机研究与发展, 2021, 第 2 作者  通讯作者

（8） Accept or Not? An Empirical Study on Analyzing the Factors that Affect the Outcomes of Modern Code Review?, QRS, 2021, 第 1 作者

（9） Characterizing and Predicting Good First Issues, International Symposium on Empirical Software Engineering and Measurement, 2021, 第 5 作者

（10） Context-aware Personalized Crowdtesting Task Recommendation, TSE, 2021, 第 5 作者

（11） Self-enhanced Automatic Traceability Link Recovery via Structure Knowledge Mining for Small-scale Labeled Data, COMPSAC, 2021, 第 2 作者  通讯作者

（12） GeT2Trace：基于图挖掘扩展增强学习的需求跟踪恢复技术, 计算机研究与发展, 2021, 第 2 作者  通讯作者

（13） Context-aware in-process crowdworker recommendation, 42th International Conference on Software Engineering: Software Engineering, 2020, 

（14） Enhancing Unsupervised Requirements Traceability with Sequential Semantics, 2019 26th Asia-Pacific Software Engineering Conference (APSEC), 2019, 第 2 作者  通讯作者

（15） 工具服务化集成中数据交互方式设计, Design of Data Interaction Manner in Service-Oriented Tool Integration, 计算机系统应用, 2017, 第 2 作者

（16） 基于演化数据的软件缺陷预测性能改进, Improving the Performance of Defect Prediction Based on Evolution Data, 软件学报, 2016, 第 1 作者

（17） 基于辅助特征的Web服务QoS预测, Web Service QoS Prediction Based on Auxiliary Features, 计算机系统应用, 2016, 第 2 作者

（18） Incorporating qualitative and quantitative factors for software defect prediction, 2nd International Workshop on Evidential Assessment of Software Technologies, EAST 2012, 2012, 第 1 作者

（19） "is it really a defect?": an empirical study on measuring and improving the process of software defect reporting, 2011 5th International Symposium on Empirical Software Engineering and Measurement, ESEM 2011, 2011, 第 1 作者

（20） EXPRE - A repository for managing software data and experience, ESEM 2010, 2010, 第 1 作者

现指导学生

冯冠栋  硕士研究生  083500-软件工程  

张濡芃  硕士研究生  083500-软件工程  

朱家震  硕士研究生  085405-软件工程