个人信息

刘辉，教授、博士生导师、教育部新世纪优秀人才、CCF杰出会员、CCF软件工程专委会秘书长。2008年从北京大学获得博士学位并加入威尼斯87978797，2012-2013年在英国UCL进行访问研究，2013年入选教育部新世纪优秀人才和北京青年英才资助计划。目前主要研究“智能软件工程”，将人工智能和大数据技术应用于软件工程方面的研究工作。

主持/参与了国家自然科学基金青年基金、国家自然科学基金面上项目、国家自然科学基金重点项目、国家自然基金重大项目、国家重点研发项目、教育部博士点基金等二十余项国家级科研项目。在IEEE TSE、ACM TOSEM、ICSE、FSE、ASE、ISSTA等中国计算机学会推荐的A类顶级国际期刊/会议上发表论文三十余篇。

获得北京市技术发明二等奖、CCF A类国际会议ESEC/FSE2023 杰出论文奖、CCF A类国际会议ICSE 2022 杰出论文奖、CCF B类期刊IET Software Premium（Best Paper）Award、CCF B类会议RE 2021 最佳论文奖。担任中国计算机学会软件工程专委会常务委员、秘书长，软件智能与软件工程研究所副所长。担任CCF A类会议ASE、FSE、ISSTA 程序委员会委员、CCF B类国际知名期刊IET Software副主编以及EMSE和JSS的客座编辑。

每年招收博士生1名，硕士生2-3名。欢迎对智能软件开发、大数据分析与挖掘、人工智能有兴趣的同学们加入课题组。毕业研究生大部分进入美团、阿里、华为、百度等IT企业，部分毕业生进入大学和科研院校继续从事科研工作。指导的两名硕士生先后以第一作者获得CCF A类国际会议ICSE 2022 杰出论文奖和CCF A类国际会议ESEC/FSE2023杰出论文奖。

科研方向

智能软件工程、数据挖掘、深度学习

代表性学术成果

[1]. Chi Xiaye(硕士生), Hui Liu*, Li Guangjie, Wang Weixiao, Xia Yunni, Jiang Yanjie, Zhang Yuxia, and Ji Weixing. An Automated Approach to Extracting Local Variables. In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’23), 3-9 December 2023, San Francisco, California, United States, pp. 313-325. CCF-A 杰出论文奖

[2]. Dong Chunhao(学生), Jiang Yanjie, Niu Nan, Zhang Yuxia, and Hui Liu*, Context-Aware Name Recommendation for Field Renaming. In 2024 IEEE/ACM 46th International Conference on Software Engineering (ICSE ’24), 14-20 April 2024, Lisbon, Portugal.  CCF-A

[3]. Liu Bo(学生), Hui Liu*, Li Guangjie, Niu Nan, Xu Zimao, Wang Yifan, Xia Yunni, Zhang Yuxia, and Jiang Yanjie. Deep Learning Based Feature Envy Detection Boosted by Real-World Examples. In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’23), 3-9 December 2023, San Francisco, California, United States, pp. 908-920.  CCF-A

[4]. Liu Bo(学生), Hui Liu*, Niu Nan, Zhang Yuxia, Li Guangjie, and Jiang, Yanjie*. Automated Software Entity Matching Between Successive Versions. In 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE ’23), 11-15 September 2023, Kirchberg, Luxembourg, pp. 1615-1627.  CCF-A

[5]. Yanjie Jiang(学生), Liu Hui*, Xiaoqing Luo, Zhihao Zhu, Xiaye Chi, Nan Niu, Yuxia Zhang, Yamin Hu, Pan Bian, and Lu Zhang. " BugBuilder: An Automated Approach to Building Bug Repository," in IEEE Transactions on Software Engineering, Online 2022. CCF-A  （IEEE transactions on software engineering为本领域排名第一的国际期刊）

[6]. Yanjie Jiang(学生), Hui Liu*, Nan Niu, Lu Zhang, Yamin Hu. Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems. The 43rd International Conference on Software Engineering (ICSE), pp. 686-698, 2021. CCF-A （ICSE为本领域排名第一的国际会议）

[7]. Leping Li(学生), Hui Liu*, Kejun Li, Yanjie Jiang, Rui Sun. Generating Concise Patches for Newly Released Programming Assignments, in IEEE Transactions on Software Engineering (IEEE TSE), Online 2022. CCF-A

[8]. Yingchen Tian(硕士生), Yuxia Zhang*, Klaas-Jan Stol, Lin Jiang, Hui Liu*. What Makes A Good Commit Message. 44th International Conference on Software Engineering (ICSE 2022), CCF-A 杰出论文奖

[9]. Hui Liu, Mingzhu Shen, Jiaqi Zhu, Nan Niu, Ge Li and Lu Zhang, "Deep Learning Based Program Generation from Requirements Text: Are We There Yet?" in IEEE Transactions on Software Engineering (IEEE TSE), Online 2020. CCF-A

[10]. Lin Jiang(学生), Hui Liu*, He Jiang, Lu Zhang and Hong Mei, "Heuristic and Neural Network based Prediction of Project-Specific API Member Access," in IEEE Transactions on Software Engineering (IEEE TSE), Online 2020. CCF-A

[11]. Yanjie Jiang(学生), Hui Liu*, Jiahao Jin and Lu Zhang, "Automated Expansion of Abbreviations Based on Semantic Relation and Transfer Expansion," in IEEE Transactions on Software Engineering (IEEE TSE), Online 2020. CCF-A

[12]. Yuxia Zhang, Hui Liu, Xin Tan, Minghui Zhou, Zhi Jin, and Jiaxin Zhu. 2022. Turnover of Companies in OpenStack: Prevalence and Rationale. ACM Transactions on Software Engineering and Methodology (TOSEM), to appear.  CCF-A

[13]. Hui Liu*, Jiahao Jin, Zhifeng Xu, Yanzhen Zou, Yifan Bu, and Lu Zhang, "Deep Learning Based Code Smell Detection", in IEEE Transactions on Software Engineering (IEEE TSE), vol. 47, no. 09, pp. 1811-1837, 2021. DOI: 10.1109/TSE.2019.2936376. CCF-A

[14]. Zedong Peng, Prachi Rathod, Nan Niu, Tanmay Bhowmik, Hui Liu, Lin Shi, and Zhi Jin. Environment-Driven Abstraction Identification for Requirements-Based Testing. IEEE 29th International Requirements Engineering Conference (RE2021), pp. 245-256 最佳论文奖

[15]. Yanjie Jiang(学生), Hui Liu*, Yuxia Zhang, Nan Niu, Yuhai Zhao, Lu Zhang. Which Abbreviations Should Be Expanded? The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), pp.578-589, 2021. CCF-A

[16]. Hui Liu, Mingzhu Shen, Jiahao Jin, Yanjie Jiang. Automated Classification of Actions in Bug Reports of Mobile Apps. The 29th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), July 18-22, 2020, Los Angeles, CA, USA. CCF-A

[17]. Yangjie Jiang(学生), Hui Liu*, Jiaqi Zhu and Lu Zhang, "Automatic and Accurate Expansion of Abbreviations in Parameters," in IEEE Transactions on Software Engineering (IEEE TSE), vol. 46, no. 7, pp. 732-747, 1 July 2020. CCF-A

[18]. Lin Jiang(学生), Hui Liu*, and He Jiang, "Machine Learning Based Recommendation of Method Names: How Far are We",34th IEEE/ACM International Conference on Automated Software Engineering (ASE), San Diego, CA, USA, 2019, pp. 602-614.  CCF-A

[19]. Yanjie Jiang(学生), Hui Liu*, and Lu Zhang. 2019. Semantic Relation based Expansion of Abbreviations. In Proceedings of the 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019). Association for Computing Machinery, New York, NY, USA, 131-141. CCF-A

[20]. Hui Liu; Zhifeng Xu; Yanzhen Zou, "Deep Learning Based Feature Envy Detection", 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE), Montpellier, France, 2018, pp. 385-396. CCF-A

[21]. Hui Liu, Qiurong Liu, Cristian-Alexandru Staicu, Michael Pradel, Yue Luo. Nomen est Omen: Exploring and Exploiting Similarities between Argument and Parameter Names. The 38th International Conference on Software Engineering (ICSE), 1063-1073，May 14 - 22, 2016, Austin, TX, USA. CCF-A

[22]. Hui Liu, Qiurong Liu, Zhendong Niu, Yang Liu. Dynamic and Automatic Feedback-Based Threshold Adaptation for Code Smells Detection, IEEE Transactions on Software Engineering (IEEE TSE), vol.42, no.6, pp.544-558, 2016. CCF-A

[23]. Hui Liu, Qiurong Liu, Yang Liu, Zhouding Wang, Identifying Renaming Opportunities by Expanding Conducted Rename Refactorings, IEEE Transactions on Software Engineering (IEEE TSE), vol.41, no.9, pp.887-900, Sept. 1 2015. CCF-A

[24]. Hui Liu, Xue Guo, and Weizhong Shao, Monitor-based Instant Software Refactoring, IEEE Transactions on Software Engineering (IEEE TSE), Volume 39, No. 8, pp. 1112-1126, Aug., 2013  CCF-A

[25]. Hui Liu, Zhiyi Ma, Weizhong Shao, and Zhendong Niu, Schedule of Bad Smell Detection and Resolution: A New Way to Save Effort, IEEE Transactions on Software Engineering (IEEE TSE), vol.38, no.1, pp.220-235, Jan.-Feb. 2012 CCF-A

承担科研情况

目前主持的国家级项目及企业项目

（1）国家自然科学基金重点项目（项目负责人，执行期:2023.1–2027.12）

（2）国家自然科学基金面上项目（项目负责人，执行期:2022.1–2025.12）

（3）CCF-华为创新研究计划（项目负责人，执行期:2021.9–2022.9）

（4）智能化代码坏味的检测与重构（华为）（项目负责人，执行期:2021.4–2022.6）

所获奖励

北京市技术发明二等奖（2021）

CCF A类会议ESEC/FSE 2023 杰出论文奖

CCF A类会议ICSE 2022 杰出论文奖

CCF B类会议RE 2021 最佳论文奖

IET Software Premium（Best Paper）Award

中国电子学会优秀硕士论文提名奖（指导教师）

全国工程硕士实习实践优秀成果奖（指导教师）

威尼斯87978797优秀学位论文指导教师奖

威尼斯87978797教育教学成果一等奖

威尼斯87978797研究生教育成果一等奖

社会兼职

中国计算机学会软件工程专委会 秘书长

中国计算机学会软件工程专委会 常务委员

IET Software 副主编 (CCF B类期刊)

Empirical Software Engineering 客座编辑（CCF B类期刊）

Journal of System and Software 客座编辑（CCF B类期刊）

CCF A类会议ASE、ESEC/FSE、ISSTA程序委员会委员

备注

本页面更新周期较长，最新信息请查看个人主页：https://liuhuigmail.github.io/