个人信息

张宇霞，博士，威尼斯87978797助理教授、特别副研究员，硕士生导师。2020年7月于北京大学获得理学博士学位，随后加入威尼斯87978797。研究方向为可持续开源软件生态，在ICSE、FSE、TSE、TOSEM、ESEM等顶级会议和期刊上发表论文30余篇。主持国家自然科学基金青年项目，主持国防科技重点实验室面上项目，作为单位第一负责人参与国家自然科学基金重点项目。受邀担任国际顶级期刊TSE，TOSEM，EmSE的审稿人，多次担任国际顶会FSE，ICSE程序委员会委员，担任ASE 2024 Review Process共同主席、ICSME2022 publication主席、Sane2026 Journal First主席等。获得ICSE 2022杰出论文奖、ESEC/FSE 2023杰出论文奖、Internetware 2023杰出程序委员奖等。担任CCF软件工程专委会执行委员以及CCF开源发展委员会执行委员等。

课题组每年招收硕士3-4名。欢迎对开源软件生态、智能软件开发、实证软件工程有兴趣的同学加入课题组，也欢迎科研兴趣浓厚的本科生来组实习。

科研方向

可持续开源软件生态、群体智能、和实证研究。主要兴趣是采用数据挖掘、统计分析、自然语言处理、深度学习等方法分析并改进大规模复杂软件系统的开发效率和质量,构建新型软件开发范式；对海量开源软件及其社区生态持续发展有重点研究。

代表性学术成果

1. [ICSE'25] Qunhong Zeng, Yuxia Zhang*, Zhiqing Qiu, and Hui Liu. A First Look at Conventional Commits Classification. In 2025 IEEE/ACM 46th International Conference on Software Engineering, 2025 (CCF-A)

2. [TOSEM'24] Xuetao Li, Yuxia Zhang*, Cailean Osborne, Minghui Zhou, Zhi Jin, and Hui Liu. Systematic Literature Review of Commercial Participation in Open Source Software. In: ACM Transactions on Software Engineering and Methodology. 2024. (CCF-A)

3. [TOSEM'24] Guoqing Wang, Zeyu Sun, Jinhao Dong, Yuxia Zhang, Mingxuan Zhu, Qingyuan Liang, and Dan Hao*. Is It Hard to Generate Holistic Commit Message? In: ACM Transactions on Software Engineering and Methodology. 2024. (CCF-A)

4. [ICSE'24] Yuxia Zhang, Mian Qin, Klaas-Jan Stol, Minghui Zhou, and Hui Liu*. How Are Paid and Volunteer Open Source Developers Different? A Study of the Rust Project. In 2024 IEEE/ACM 46th International Conference on Software Engineering, 2024 (CCF-A)

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

6. [TSE'24] Hanzhi Jiang, Lin Shi*, Meiru Che, Yuxia Zhang, and Qing Wang. Bringing Open Source Communication and Development Together: A Cross-Platform Study on Gitter and GitHub. In: IEEE Transactions on Software Engineering, 2024 (CCF-A)

7. [TSE'24] Yuxia Zhang, Zhiqing Qiu, Klaas-Jan Stol, Wenhui Zhu, Jiaxin Zhu, Yingchen Tian, and Hui Liu*. Automatic Commit Message Generation: A Critical Review and Directions for Future Work. In: IEEE Transactions on Software Engineering, 2024 (CCF-A)

8. [Saner'24] Qunhong Zeng, Yuxia Zhang*, Zeyu Sun, Yujie Guo, Hui Liu. COLARE: Commit Classification via Fine-grained Context-aware Representation of Code Changes. In The IEEE International Conference on Software Analysis, Evolution and Reengineering, 2014 (CCF-B)

9. [ASE'23] Bo Liu, Hui Liu*, Nan Niu, Yuxia Zhang, Guangjie Li, Yanjie Jiang. Automated Software Entity Matching Between Successive Versions. The 38th IEEE/ACM International Conference on Automated Software Engineering, 2023 (CCF-A)

10. [FSE'23] Wenxin Xiao, Hao He, Weiwei Xu, Yuxia Zhang, Minghui Zhou*. How Early Participation Determines Long-Term Sustained Activity in GitHub Projects? The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023 (CCF-A)

11. [FSE'23] Xiaye Chi, Hui Liu*, Guangjie Li, Weixiao Wang, Yunni Xia, Yanjie Jiang, Yuxia Zhang, Weixing Ji. An Automated Approach to Extracting Local Variables. The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023 (CCF-A，获得ACM杰出论文奖)

12. [TSE'23] Runzhi He, Hao He, Yuxia Zhang, and Minghui Zhou*. Automating Dependency Updates in Practice: An Exploratory Study on GitHub Dependabot. in IEEE Transactions on Software Engineering, Online 2023 (CCF-A)

13. [FSE'23] Bo Liu, Hui Liu*, Guangjie Li, Nan Niu, Zimao Xu, Yifan Wang, Yunni Xia, Yuxia Zhang, Yanjie Jiang. Deep Learning Based Feature Envy Detection Boosted by Real-World Examples. The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023 (CCF-A)

14. [FSE'22] Yuxia Zhang, Klaas-Jan Stol, Minghui Zhou, Liu Hui*. Corporate Dominance in Open Source Development: Prevalence, Patterns, and Impact. The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022（CCF-A）

15. [TOSEM'22] Yuxia Zhang, Hui Liu, Xin Tan, Minghui Zhou, Zhi Jin, and Jiaxin Zhu. 2022. Turnover of Companies in OpenStack: Prevalence and Rationale. In:  ACM Transactions on Software Engineering and Methodology （CCF-A）

16. [IEEE Software'22] Yuxia Zhang, Hao He, and Minghui Zhou. Commercial Participation in OpenStack: Two Sides of a Coin. In IEEE Computer'22（SCI 2区）

17. [ICSE'22] Yingchen Tian, Yuxia Zhang*, Klaas-Jan Stol, Lin Jiang, and Hui Liu. 2021.What Makes a Good Commit Message? In Proceedings of The 44th International Conference on Software Engineering. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/1122445.11 (CCF-A，获得ACM杰出论文奖)

18. [FSE'22] Yanjie Jiang, Liu Hui*, Yuxia Zhang, Weixing Ji, Hao Zhong, Lu Zhang. Do Bugs Lead to Unnaturalness of Source Code? The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022（CCF-A）

19. [TSE'22] Yanjie Jiang, 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）

20. [TSE'21] Yuxia Zhang, Minghui Zhou, Audris Mockus, Zhi Jin. Companies' participation in OSS development - An empirical study of OpenStack. In: IEEE Transactions on Software Engineering, 2021（CCF-A）

21. [FSE'21] Yanjie Jiang, 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, pp.578-589, 2021（CCF-A）

22. [Journal of Software'21] Leping Li, Yuxia Zhang*, Hui Liu. A Hybrid Approach to Fine-grained Automated Fault Localization. In:  Journal of Software , 2021（CCF中文-A）

23. [Journal of Software'21] Yingchen Tian, Kejun Li, Taiming Wang, Qingqing Jiao, Guangjie Li, Yuxia Zhang, Hui Liu. A review of code smell research. In:  Journal of Software , 2021（CCF中文-A）

24. [ICSE'20] Yuxia Zhang, Klaas-Jan Stol, Minghui Zhou, Jianyu Wu, Zhi Jin. How do Companies Collaborate in Open Source Ecosystems? An Empirical Study of OpenStack. In: The 42nd International Conference on Software Engineering, 23-29 May 2020, Seoul, South Korea（CCF-A）

25. [EmSE'19] Sadika Amreen, Audris Mockus, Chris Bogart, Russell Zaretzki, Yuxia Zhang. ALFAA: Active Learning Fingerprint Based Anti-Aliasing for Correcting Developer Identity Errors in Version Control Data. In:  Empirical Software Engineering , 2019（CCF-B）

26. [Science China'19] Minghui Zhou, Yuxia Zhang, Xin Tan. Software digital sociology. In: SCIENCE CHINA Information Sciences,  2019（CCF中文-A）

27. [ICSE-Poster'18] Yuxia Zhang, Xin Tan, Minghui Zhou, Zhi Jin. Companies' domination in FLOSS development: an empirical study of OpenStack. In: The 40th International Conference on Software Engineering, May 27 - June 03, 2018, Gothenburg, Sweden（CCF中文-A）

28. [Journal of Software'18] Xin Tan, Zeyan Lin, Yuxia Zhang, Minghui Zhou. Analysis of Contribution Composition Patterns of Code Files. In:  Journal of Software , 2018 （CCF中文-A）

29. [Journal of Software'18] Yuxia Zhang, Minghui Zhou, Wei Zhang, Haiyan Zhao, Zhi Jin. How commercial organizations participate in OpenStack open source projects. In:  Journal of Software , 2017 （CCF中文-A）

30. [Computer Science'17] Yuxia Zhang. Study on bug-fixed traceability of Mozilla project. In:  Computer Science , 2017 (CCF中文核心)

31. [Science & Technology Review'16] Zhi Jin, Minghui Zhou, Yuxia Zhang. Open source software and its eco-systems: Today and tomorrow. In： Science & Technology Review , 2016 (CCF中文核心)

承担科研情况

1. 国家自然基金青年项目，“开源生态中公司主导与撤出的模式、 影响与度量机制研究”，2022.1-2025.12，主持，30万，在研

2. 国家自然科学基金重点项目，基于群智范式的泛在操作系统开源生态构建、治理与安全评估研究”，2022.01-2024.12，在研，单位第一负责人

3. 国防科工局基础研究一般项目，面向分布式协作开发的开源生态供应链安全关键技术研究”，2022.1-2023.12，主持，30万，【已结题】

4. 工业和信息化部软课题，开源软件人才培养机制创新研究”，2022.04-2022.12，在研，主持，【已结题】

5. 军事科学院国防科技创新研究院协同创新项目，红山开源高校行—威尼斯87978797技术服务”，2022.1-2022.10，主持，30万，【已结题】

6. 威尼斯87978797青年教师学术启动计划，开源软件生态系统中商业参与的模式分析与影响度量研究”，2021.01-2023.12，在研，主持，40万，【已结题】

所获奖励

1. CCF A类会议FSE 2023 杰出论文奖

2. CCF A类会议ICSE 2022 杰出论文奖

3. Internetware 2023 杰出程序委员奖

4. 全国软件大会2019 优秀博士生

5. ACM 2018 Internetware Conference Poster Track一等奖

社会兼职

CCF软件工程专委会委员

CCF开源发展委员会执行委员

备注

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