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个人简介

雷晏,重庆大学大数据与软件学院,教授,博士生导师,软件工程系主任,大数据智能与服务计算研究中心副主任,重庆市软件技术创新战略联盟副秘书长,CCF软件工程专委会执行委员,CCF开源发展委员会执行委员。 本硕博均毕业于国防科技大学,主要从事智能软件与智能计算、大数据分析与挖掘、可信人工智能等研究。目前主持国家重点研发计划课题、国家自然科学基金、重庆市技术创新与应用发展专项重点课题等国家和省部级项目6项。近年来已发表50多篇学术论文,CCF推荐A/B类及ACM/IEEE汇刊论文50多篇,其中包括ICSE、ASE、ISSTA、OOPSLA、DAC、TSE、TOSEM、《软件学报》等顶级会议和期刊。

研究领域

智能软件与智能计算、大数据分析与挖掘、可信人工智能等

近期论文

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1. Lingfeng Fu , Zhenyu Wu , Yan Lei*, Meng Yan. MetaMFL: Metamorphic Multiple Fault Localization Without Test Oracles. IEEE Transactions on Reliability (TR), 2024, accepted. (IEEE汇刊) 2. Huan Xie, Yan Lei*, Meng Yan, Shanshan Li, Xiaoguang Mao, Yue Yu, David Lo. Towards More Precise Coincidental Correctness Detection with Deep Semantic Learning. IEEE Transactions on Software Engineering (TSE), 2024, accepted. (CCF-A) 3. Huan Xie, Yan Lei*, Maojin Li, Meng Yan, Sheng Zhang. Combining Coverage and Expert Features with Semantic Representation for Coincidental Correctness Detection. The IEEE/ACM International Conference on Automated Software Engineering (ASE), 2024. (CCF-A, ACM SIGSOFT Distinguished Paper Award) 4. Weifeng Sun, Zhenting Guo, Meng Yan, Zhongxin Liu, Yan Lei, Hongyu Zhang. Method-Level Test-to-Code Traceability Link Construction by Semantic Correlation Learning. IEEE Transactions on Software Engineering (TSE), 2024. (CCF-A) 5. Haoran Liu, Zhouyang Jia, Shanshan Li, Yan Lei, Yue Yu,Yu Jiang, Xiaoguang Mao, Xiangke Liao. Cut to the Chase: An Error-Oriented Approach to Detect Error-Handling Bugs. The ACM International Conference on the Foundations of Software Engineering (FSE), 2024. (CCF-A) 6. Jiaguo Wang, Yan Lei*, Maojin Li, Guanyu Ren, Huan Xie, Shifeng Jin, Junchao Li, Jian Hu. FLAKYRANK: Predicting Flaky Tests Using Augmented Learning to Rank. The 31st IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2024. (CCF-B, IEEE TCSE Distinguished Paper Award) 7. Zhenyu Wu, Deheng Yang, Yan Lei*, Huan Xie, Minghua Tang, Maojin Li. LabelRepair: Sequence Labelling for Compilation Errors Repair. The 31st IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2024. (CCF-B) 8. Deheng Yang, Kui Liu, Yan Lei*, Li Li, Huan Xie, Chunyan Liu, Zhenyu Wang, Xiaoguang Mao, Tegawendé F. Bissyandé. Demystifying API Misuses in Deep Learning Applications. Empirical Software Engineering (EMSE), 2024. (CCF-B) 9. Maojin Li, Yan Lei*, Huan Xie, Jiaguo Wang, Chunyan Liu, Zhengxiong Deng. Contrastive Coincidental Correctness Representation Learning. The 34th IEEE International Symposium on Software Reliability Engineering (ISSRE), 2023. (CCF-B) 10. Jiaying Li, Yan Lei*, Shanshan Li*, Haifang Zhou, Yue Yu, Zhouyang Jia, Yingwei Ma, Teng Wang. A Two-Stage Framework for Ambiguous Classification in Software Engineering. The 34th IEEE International Symposium on Software Reliability Engineering (ISSRE), 2023. (CCF-B) 11. Weifeng Sun, Hongyan Li, Meng Yan, Yan Lei, Hongyu Zhang. Revisiting and Improving Retrieval-Augmented Deep Assertion Generation. The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2023. (CCF-A) 12. Shangwen Wang, Bo Lin, Zhensu Sun, Ming Wen, Yepang Liu, Yan Lei, Xiaoguang Mao. Two Birds with One Stone: Boosting Code Generation and Code Search via a Generative Adversarial Network. The ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages and Applications (OOPSLA), 2023. ( CCF-A) 13. Weifeng Sun, Meng Yan, Zhongxin Liu, Xin Xia, Yan Lei, David Lo. Revisiting the Identification of the Co-Evolution of Production and Test Code. ACM Transactions on Software Engineering and Methodology (TOSEM), 2023. (CCF-A) 14. Zhuo Zhang, Yan Lei*, Xiaoguang Mao, Meng Yan, Xin Xia, David Lo. Context-Aware Neural Fault Localization. IEEE Transactions on Software Engineering (TSE), 2023. (CCF-A) 15. 张卓, 雷晏*, 毛晓光, 薛建新, 常曦. 基于对抗生成网络的缺陷定位模型域数据增强方法, 软件学报, 2023. (CCF-A中文) 16. Jiang Wu, Yan Lei*, Zhuo Zhang, Xiankai Meng, Deheng Yang, Pan Li, Jiayu He, Xiaoguang Mao. Mantra: Mutation Testing of Hardware Design Code Based on Real Bugs. The 60th Design Automation Conference (DAC), 2023. (CCF-A) 17. Yan Lei, Tiantian Wen, Huan Xie, Lingfeng Fu, Chunyan Liu, Lei Xu, Hongxia Sun. Mitigating the Effect of Class Imbalance in Fault Localization Using Context-aware Generative Adversarial Network. The 31st IEEE/ACM International Conference on Program Comprehension (ICPC), 2023.(CCF-B) 18. Lingfeng Fu, Yan Lei*, Meng Yan, Ling Xu, Zhou Xu, Xiaohong Zhang. MetaFL: Metamorphic Fault Localization Using Weakly Supervised Deep Learning. IET Software (IETS), 2023.(CCF-B) 19. Zhou Tao, Yan Lei*, Huan Xie, Jian Hu. NeuralCCD: Integrating Multiple Features for Neural Coincidental Correctness Detection. The 30th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2023.(CCF-B) 20. Zhuo Zhang, Yan Lei*, Ting Su, Meng Yan, Xiaoguang Mao,Yue Yu. Influential Global and Local Contexts Guided Trace Representation for Fault Localization. ACM Transactions on Software Engineering and Methodology (TOSEM), 2023. (CCF-A) 21. Deheng Yang, Yan Lei*, Xiaoguang Mao*, Yuhua Qi, and Xin Yi. Seeing the Whole Elephant: Systematically Understanding and Uncovering Evaluation Biases in Automated Program Repair. ACM Transactions on Software Engineering and Methodology (TOSEM), 2023. (CCF-A) 22. Zhixing Li, Yue Yu, Tao Wang, Yan Lei, Ying Wang, Huaimin Wang. To Follow or Not to Follow: Understanding Issue/Pull-Request Templates on GitHub. IEEE Transactions on Software Engineering (TSE), 2023. (CCF-A) 23. Jiang Wu, Zhuo Zhang, Deheng Yang, Xiankai Meng, Jiayu He, Xiaoguang Mao, Yan Lei. Fault Localization for Hardware Design Code with Time-Aware Program Spectrum. The 40th International Conference on Computer Design (ICCD), 2022. (CCF-B) 24. Zhuo Zhang, Yan Lei*, Meng Yan, Yue Yu, Jiachi Chen, Shangwen Wang, Xiaoguang Mao. Reentrancy Vulnerability Detection and Localization: A Deep Learning Based Two-phase Approach. The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022. (CCF-A) 25. Deheng Yang, Xiaoguang Mao, Liqian Chen, Xuezheng Xu, Yan Lei, David Lo, Jiayu He. TransplantFix: Graph Differencing-based Code Transplantation for Automated Program Repair. The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022. (CCF-A) 26. Zhuo Zhang, Yan Lei*, Xiaoguang Mao, Meng Yan, Xin Xia, Xiaohong Zhang. Improving Fault Localization Using Model-domain Synthesized Failing Test Generation. The 38th IEEE International Conference on Software Maintenance and Evolution (ICSME), 2022. (CCF-B) 27. Junji Yu, Yan Lei*, Huan Xie, Lingfeng Fu, Chunyan Liu. Context-based Cluster Fault Localization. The 30th ACM/IEEE International Conference on Program Comprehension (ICPC), 2022. (CCF-B) 28. Yan Lei, Huan Xie, Tao Zhang, Meng Yan, Zhou Xu, Chengnian Sun. Feature-FL: Feature-based Fault Localization. IEEE Transactions on Reliability (TR), 2022, 71(1): 264-283. (IEEE汇刊) 29. Huan Xie, Yan Lei*, Meng Yan, Yue Yu, Xin Xia, Xiaoguang Mao. A Universal Data Augmentation Approach for Fault Localization. The 44th International Conference on Software Engineering (ICSE), 2022. (CCF-A) 30. Yan Lei, Chunyan Liu, Huan Xie, Sheng Huang, Meng Yan, Zhou Xu. BCL-FL: A Data Augmentation Approach with Between-Class Learning for Fault Localization. The 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2022. (CCF-B) 31. Jiayu He, Deheng Yang, Yan Lei, Jianjun Xu, Xiaoguang Mao. A Comprehensive Study of Real-World Bug Fixes in Hardware Description Languages. The 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2022. (CCF-B) 32. Zhongyang Deng, Ling Xu, Chao Liu, Meng Yan, Zhou Xu, Yan Lei. Fine-grained Co-Attentive Representation Learning for Semantic Code Search. The 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2022. (CCF-B) 33. Hongjun Wu, Zhuo Zhang, Shangwen Wang, Yan Lei, Bo Lin, Yihao Qin, Haoyu Zhang, Xiaoguang Mao. Peculiar: Smart Contract Vulnerability Detection Based on Crucial Data Flow Graph and Pre-training Techniques. The 32nd International Symposium on Software Reliability Engineering (ISSRE), 2021. (CCF-B) 34. Zhaolin Luo, Ling Xu, Zhou Xu, Meng Yan, Yan Lei, Can Li. Contextual-Semantic-Aware Linkable Knowledge Prediction in Stack Overflow via Self-Attention. The 32nd International Symposium on Software Reliability Engineering (ISSRE), 2021. (CCF-B) 35. Deheng Yang, Yan Lei*, Xiaoguang Mao, David Lo, Huan Xie, Meng Yan. Is the Ground Truth Really Accurate? Dataset Purification for Automated Program Repair. The 28th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2021. (CCF-B) 36. Ling Xu, Huanhuan Yang, Chao Liu, Jianhang Shuai, Meng Yan, Yan Lei, Zhou Xu. Two-Stage Attention-Based Model for Code Search with Textual and Structural Features. The 28th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2021. (CCF-B) 37. Zhuo Zhang, Yan Lei*, Xiaoguang Mao, Meng Yan, Ling Xu, Xiaohong Zhang. A Study of Effectiveness of Deep Learning in Locating Real Faults. Information and Software Technology (IST), 131, 2021. (CCF-B) 38. Zhuo Zhang, Yan Lei*, Xiaoguang Mao, Meng Yan, Ling Xu, Junhao Wen. Improving Deep-Learning-based Fault Localization with Resampling. Journal of Software: Evolution and Process (JSEP), 2021, 33(3): 1-18. (CCF-B) 39. 张卓, 雷晏*, 毛晓光等. 基于词频-逆文件频率的错误定位方法, 软件学报, 2020, 31(11): 3448-3460. (CCF-A中文) 40. Jianjun He, Ling Xu, Yuanrui Fan, Zhou Xu, Meng Yan, Yan Lei. Deep Learning Based Valid Bug Reports Determination and Explanation. ISSRE 2020. (CCF-B) 41. Can Li, LingXu, MengYan, Yan Lei. TagDC: A tag recommendation method for software information sites with a combination of deep learning and collaborative filtering. Journal of Systems and Software (JSS). 2020, 170(12). (CCF-B) 42. Jianjun He, Ling Xu, Meng Yan, Xin Xia, Yan Lei, Duplicate Bug Report Detection Using Dual-Channel Convolutional Neural Networks, ICPC 2020. (CCF-B) 43. Jianhang Shuai, Ling Xu, Chao Liu, Meng Yan, Xin Xia, Yan Lei. Improving Code Search with Co-Attentive Representation Learning, ICPC 2020. (CCF-B) 44. Zhou Xu, Kunsong Zhao, Meng Yan, Peipei Yuan, Ling Xu, Yan Lei, Xiaohong Zhang. Imbalanced Metric Learning for Crashing Fault Residence Prediction. Journal of Systems and Software (JSS), 170, 2020. (CCF-B) 45. Zhuo Zhang, Yan Lei*, Xiaoguang Mao, Panpan Li. CNN-FL: An Effective Approach for Localizing Faults Using Convolutional Neural Networks, The 26th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2019. (CCF-B) 46. 张卓,谭庆平,毛晓光,雷晏*,常曦,薛建新. 增强上下文的错误定位技术, 软件学报, 2019, 30(2): 266-281.(CCF-A中文) 47. Yan Lei, Chengnian Sun, Xiaoguang Mao, Zhendong Su. How test suites impact fault localisation starting from the size , IET Software (IETS), 2018, 2(3): 190-205. (CCF-B) 48. Xiaoguang Mao, Yan Lei*, Ziying Dai, Yuhua Qi, Chengsong Wang. Slice-based Statistical Fault Localization, Journal of Systems and Software, 2014, 89: 51-62. (CCF-B) 49. Yuhua Qi, Xiaoguang Mao, Yan Lei, Ziying Dai, Chengsong Wang. The Strength of Random Search on Automated Program Repair, The 36th ACM/IEEE International Conference on Software Engineering (ICSE), 2014. (CCF-A)

学术兼职

重庆市软件技术创新战略联盟副秘书长 CCF软件工程专委会执行委员 CCF开源发展委员会执行委员

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