Name: Liu Hui
Discipline: Computer Science and Technology
Title: Professor
Contact number:
E-mail: Liuhui08@bit.edu.cn
Address: Beijing University of Technology Central Teaching Building 1206 Personal Information
Liu Hui, professor, doctoral supervisor, New century outstanding talents of the Ministry of Education, outstanding member of CCF, Secretary-General of CCF Software Engineering Committee. In 2008, he received his PhD from Peking University and joined the School of Computer Science, Beijing Institute of Technology. From 2012 to 2013, he conducted visiting research in UCL, UK. In 2013, he was selected into the New Century Outstanding Talents and Beijing Young Talents Funding Program of the Ministry of Education. His current research focuses on "intelligent software engineering", applying artificial intelligence and big data technology to software engineering research work.
He has presided over/participated in more than 20 national scientific research projects such as National Natural Science Foundation Youth Fund, National Natural Science Foundation Superficial Project, National Natural Science Foundation key project, National Natural Science Foundation major project, National key research and development project, and doctoral foundation of the Ministry of Education. He has published more than 30 papers in Class A top international journals/conferences recommended by IEEE TSE, ACM TOSEM, ICSE, FSE, ASE, ISSTA and other Chinese computer society.
He won the second Prize of Beijing Technical Invention Award, the ESEC/FSE2023 Outstanding Paper Award of CCF Class A International Conference, the ICSE 2022 Outstanding Paper Award of CCF Class A International Conference, the IET Software Premium (Best Paper) Award of CCF Class B journal, and CCF Category B Conference RE 2021 Best Paper Award. He is the standing member and secretary general of the Software Engineering Committee of China Computer Society, and the deputy director of the Institute of Software Intelligence and Software Engineering. He is A member of the ASE, FSE and ISSTA Program Committees of CCF Class A conferences, Associate editor of IET Software of CCF Class B, and guest editor of EMSE and JSS.
It enrolls 1 doctoral student and 2-3 master students each year. Students who are interested in intelligent software development, big data analysis and mining, and artificial intelligence are welcome to join the research group. Most of the graduate students have entered IT enterprises such as Meituan, Ali, Huawei and Baidu, and some graduates have entered universities and research institutes to continue to engage in scientific research. Two master's students supervised by the first author have won the CCF Class A International conference ICSE 2022 Outstanding Paper Award and CCF Class A International Conference ESEC/FSE2023 Outstanding Paper Award.

Research Direction
Intelligent Software Engineering, Data Mining, Deep Learning

Personal Information
Liu Hui, professor, doctoral supervisor, New century outstanding talents of the Ministry of Education, outstanding member of CCF, Secretary-General of CCF Software Engineering Committee. In 2008, he received his PhD from Peking University and joined the School of Computer Science, Beijing Institute of Technology. From 2012 to 2013, he conducted visiting research in UCL, UK. In 2013, he was selected into the New Century Outstanding Talents and Beijing Young Talents Funding Program of the Ministry of Education. His current research focuses on "intelligent software engineering", applying artificial intelligence and big data technology to software engineering research work.
He has presided over/participated in more than 20 national scientific research projects such as National Natural Science Foundation Youth Fund, National Natural Science Foundation Superficial Project, National Natural Science Foundation key project, National Natural Science Foundation major project, National key research and development project, and doctoral foundation of the Ministry of Education. He has published more than 30 papers in Class A top international journals/conferences recommended by IEEE TSE, ACM TOSEM, ICSE, FSE, ASE, ISSTA and other Chinese computer society.
He won the second Prize of Beijing Technical Invention Award, the ESEC/FSE2023 Outstanding Paper Award of CCF Class A International Conference, the ICSE 2022 Outstanding Paper Award of CCF Class A International Conference, the IET Software Premium (Best Paper) Award of CCF Class B journal, and CCF Category B Conference RE 2021 Best Paper Award. He is the standing member and secretary general of the Software Engineering Committee of China Computer Society, and the deputy director of the Institute of Software Intelligence and Software Engineering. He is A member of the ASE, FSE and ISSTA Program Committees of CCF Class A conferences, Associate editor of IET Software of CCF Class B, and guest editor of EMSE and JSS.
It enrolls 1 doctoral student and 2-3 master students each year. Students who are interested in intelligent software development, big data analysis and mining, and artificial intelligence are welcome to join the research group. Most of the graduate students have entered IT enterprises such as Meituan, Ali, Huawei and Baidu, and some graduates have entered universities and research institutes to continue to engage in scientific research. Two master's students supervised by the first author have won the CCF Class A International conference ICSE 2022 Outstanding Paper Award and CCF Class A International Conference ESEC/FSE2023 Outstanding Paper Award.

Personal Information
Liu Hui, professor, doctoral supervisor, New century outstanding talents of the Ministry of Education, outstanding member of CCF, Secretary-General of CCF Software Engineering Committee. In 2008, he received his PhD from Peking University and joined the School of Computer Science, Beijing Institute of Technology. From 2012 to 2013, he conducted visiting research in UCL, UK. In 2013, he was selected into the New Century Outstanding Talents and Beijing Young Talents Funding Program of the Ministry of Education. His current research focuses on "intelligent software engineering", applying artificial intelligence and big data technology to software engineering research work.
He has presided over/participated in more than 20 national scientific research projects such as National Natural Science Foundation Youth Fund, National Natural Science Foundation Superficial Project, National Natural Science Foundation key project, National Natural Science Foundation major project, National key research and development project, and doctoral foundation of the Ministry of Education. He has published more than 30 papers in Class A top international journals/conferences recommended by IEEE TSE, ACM TOSEM, ICSE, FSE, ASE, ISSTA and other Chinese computer society.
He won the second Prize of Beijing Technical Invention Award, the ESEC/FSE2023 Outstanding Paper Award of CCF Class A International Conference, the ICSE 2022 Outstanding Paper Award of CCF Class A International Conference, the IET Software Premium (Best Paper) Award of CCF Class B journal, and CCF Category B Conference RE 2021 Best Paper Award. He is the standing member and secretary general of the Software Engineering Committee of China Computer Society, and the deputy director of the Institute of Software Intelligence and Software Engineering. He is A member of the ASE, FSE and ISSTA Program Committees of CCF Class A conferences, Associate editor of IET Software of CCF Class B, and guest editor of EMSE and JSS.
It enrolls 1 doctoral student and 2-3 master students each year. Students who are interested in intelligent software development, big data analysis and mining, and artificial intelligence are welcome to join the research group. Most of the graduate students have entered IT enterprises such as Meituan, Ali, Huawei and Baidu, and some graduates have entered universities and research institutes to continue to engage in scientific research. Two master's students supervised by the first author have won the CCF Class A International conference ICSE 2022 Outstanding Paper Award and CCF Class A International Conference ESEC/FSE2023 Outstanding Paper Award.

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

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）
北京理工大学优秀学位论文指导教师奖
北京理工大学教育教学成果一等奖
北京理工大学研究生教育成果一等奖