雷晏
职称：副教授/硕导
职务：大数据智能与服务计算研究中心副主任
研究方向：智能软件工程、软件缺陷定位与修复、大数据分析、可信软件等
邮箱：yanlei@cqu.edu.cn

简介
雷晏，重庆大学大数据与软件学院，副教授。主要从事智能软件工程、软件缺陷定位与修复、大数据分析与机器学习、可信软件等研究。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项目等国家和省部级项目4项。近年来已发表20多篇学术论文，CCF推荐A类和B类论文13篇，CCF-A类中文期刊2篇，其中包括软件工程顶级会议ICSE、ISSTA以及ICSM、ISSRE、SANER、ICPC、IST、JSS、IET Software、《软件学报》等著名会议和期刊，曾获COMPSAC最佳论文奖，与苏黎世联邦理工学院ETH、加拿大滑铁卢大学、澳大利亚斯威本科技大学、新加坡管理大学、浙江大学、国防科技大学等海内外著名高校建立了紧密的合作关系。担任EMSE、JSS、IST、FGCS、《中国科学》、《软件学报》等国内外著名期刊和会议审稿人。

教育经历
2013.09–2014.09, 美国加州大学戴维斯分校, 计算机科学, 联合培养博士研究生
2011.02–2014.12, 国防科学技术大学, 计算机科学与技术, 博士
2008.09–2010.12, 国防科学技术大学, 计算机科学与技术, 硕士
2004.09–2008.06, 国防科学技术大学, 计算机科学与技术, 学士

工作经历
2018.11-至今, 重庆大学, 大数据与软件学院, 副教授
2014.12-2018.10, 后勤工程学院, 讲师

科研项目（主持）
[1] 国家重点研发计划课题，服务型制造新业态的业务增值再造，2020.11-2023.12，主持；
[2] 国家自然科学青年基金项目，面向软件自动修复的错误定位技术研究，2017.01-2019.12，主持；
[3] 重庆市技术创新与应用发展专项重点项目（课题），城市群空天地人一体化数据融合技术与系统应用，2020.01-2021.12，主持；
[4] 部委基础科研计划，基于链式语义场景的缺陷定位技术，2020.05-2022.04，主持；
[5] 中央高校基金项目，数据大脑前沿专题研究，2019.01-2021.12，主持；

近年来科研论文（*通讯作者）
[19] 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)
[18] 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)
[17] 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)
[16] Deheng Yan, Yuhua Qi, Xiaoguang Mao, Yan Lei*. Evaluating the Usage of Fault Localization in Automated Program Repair: An Empirical Study. Frontiers of Computer Science, 15(1), 2021. (CCF-C)
[15] 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), Accepted, 2020. (CCF-B)
[14] 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. (CCF A中文,一级学报)
[13] 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)
[12] 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)
[11] Jianjun He, Ling Xu, Meng Yan, Xin Xia, Yan Lei, Duplicate Bug Report Detection Using Dual-Channel Convolutional Neural Networks, ICPC 2020. (CCF-B)
[10] Jianhang Shuai, Ling Xu, Chao Liu, Meng Yan, Xin Xia, Yan Lei. Improving Code Search with Co-Attentive Representation Learning, ICPC 2020. (CCF-B)
[9] 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)
[8] 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)
[7] 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，一级学报)
[6] Yan Lei*, Chengnian Sun, Xiaoguang Mao, Zhendong Su. How test suites impact fault localisation starting from the size , IET Software, 2018, 2(3): 190-205.(CCF-B)
[5] Yan Lei*; Xiaoguang Mao; Min Zhang; Jingan Ren; Yinhua Jiang. Toward Understanding Information Models of Fault Localization: Elaborate is Not Always Better , The 41st IEEE Annual Computer Software and Applications Conference (COMPSAC), 2017. (CCF-C)
[4] Zhuo Zhang, Yan Lei*, Qingping Tan, Xiaoguang Mao, Ping Zeng, Xi Chang. Deep Learning-Based Fault Localization with Contextual Information, IEICE Transactions on Information and Systems, 2017, E100D(12): 3027-3031.(SCI)
[3] Yan Lei, Min Zhang; Bixin Li*, Jingan Ren, Yinhua Jiang. The Impact of Information Richness on Fault Localization, IEICE Transactions on Information and Systems, 2016, E99-D(1): 265-269. (SCI)
[2] 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)
[1] 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)





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