陈金富
威尼斯432888cam 软件工程系 副教授
研究方向
陈金富，博士，副教授，小米青年学者。主要研究方向：软件性能分析、软件数据挖掘、代码克隆检测、软件漏洞挖掘。2020年获得加拿大康考迪亚大学博士学位，随后加入华为加拿大多伦多研究所工作，2022年加入威尼斯432888cam工作。发表十余篇软件工程领域的论文，以第一或通讯作者发表软件工程领域权威期刊TSE（CCF A）论文2篇、软件工程权威会议ICSE（CCF A）论文1篇、软件工程权威会议ASE（CCF A）论文2篇，其中2020年权威会议ICSE论文获得杰出论文奖(ACM SIGSOFT Distinguished Paper Award)。在软件工程国际知名会议SANER、MSR、IBF、PROMISE、IWSC、LTB主会、ASE和ICPE分会Artifact Evaluation Track曾担任评审委员会成员，在多个国际知名期刊如TSE、EMSE、ASE、JSS、TR、JSEP等担任过审稿人。
招收软件工程方向硕士研究生，同时欢迎对科研有兴趣的本科生与我联系 (jinfuchen at whu dot edu dot cn)。
教育背景
2016至2020年，康考迪亚大学，博士研究生
2013至2016年，中国科学院大学，硕士研究生
2009至2013年，哈尔滨工业大学，本科
工作经验
2022至今，威尼斯432888cam
2020至2022年，华为多伦多研究所，Senior Researcher
教授课程
发表论文
Y. Zhou, J. Chen (#*), Y. Shi, B. Chen and Z. Jiang. “An Empirical Comparison on the Results of Different Clone Detection Setups for C-based Projects,” In Proceedings of the 45th IEEE/ACM International Conference on Software Engineering Software Engineering in Practice (ICSE-SEIP), 2023.
J. Zhou, M. Pacheco, J. Chen, X. Hu, X. Xia, D. Lo, and A. E. Hassan. “CoLeFunDa: Explainable Silent Vulnerability Fix Identification,” In Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE), 2023.
J. Chen, W. Shang and E. Shihab. “PerfJIT: Test-level just-in-time prediction for performance regression introducing commits,” IEEE Transactions on Software Engineering, 48(5), 1529-1544, 2022.
L. Liao, J. Chen (*), H. Li, Y. Zeng, W. Shang, J. Guo, C. Sporea, A. Toma and S. Sajedi. “Locating performance regression root causes in the field operations of web-based systems: An experience report,” IEEE Transactions on Software Engineering, 48(12), 4986-5006, 2022.
D. Zhu, J. Chen (*), W. Shang, X. Zhou, J. Grossklags and A. E. Hassan. “DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models,” In Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), pp. 1003-1015, 2021.
Z. Ding, J. Chen, and W. Shang. “Towards the use of the readily available tests from the release pipeline as performance tests: are we there yet?” In Proceedings of the 42nd ACM/IEEE International Conference on Software Engineering (ICSE), pp. 1435–1446, 2020. (CCF A, ACM SIGSOFT杰出论文奖）
J. Chen. “Performance regression detection in devops”. In Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering (ICSE): Companion Proceedings, 2020, pp. 206-209.
L. Liao, J. Chen, H. Li, Y. Zeng, W. Shang, J. Guo, C. Sporea, A. Toma and S. Sajedi. “Using black-box performance models to detect performance regressions under varying workloads: an empirical study,” Empirical Software Engineering, 25, 4130-4160, 2020.
J. Chen, W. Shang, A. E. Hassan, Y. Wang and J. Lin. “An experience report of generating load tests using log-recovered workloads at varying granularities of user behaviour,” In Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE), pp. 669-681, 2019.
Y. Zeng, J. Chen, W. Shang, and T. H. Chen. “Studying the characteristics of logging practices in mobile apps: a case study on f-droid,” Empirical Software Engineering, 24(6), 3394-3434, 2019.
J. Chen and W. Shang. “An exploratory study of performance regression introducing code changes,” In Proceedings of the 33rd IEEE international conference on software maintenance and evolution (ICSME), pp. 341-352, 2017.
科研课题
研究团队
知识产权
学术服务
The 30th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2023
The 20th International Conference on Mining Software Repositories (MSR), 2023
The 17th International Workshop on Software Clones (IWSC), 2023
The International Conference on Evaluation and Assessment in Software Engineering-Vision and Emerging Results (EASE) , 2023
The 11th International Workshop on Load Testing and Benchmarking of Software Systems (LTB), 2023
The 19th International Conference on Mining Software Repositories (MSR), 2022
The 18th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE), 2022
The 16th International Workshop on Software Clones (IWSC), 2022
The 10th International Workshop on Load Testing and Benchmarking of Software Systems (LTB), 2022
The 36th International Conference on Automated Software Engineering Artifact Evaluation Track (ASE), 2021
The 12th International Conference on Performance Engineering Posters and Demos (ICPE), 2021
The 12th International Conference on Performance Engineering Artifact Evaluation Track (ICPE), 2021
The 9th International Workshop on Load Testing and Benchmarking of Software Systems (LTB), 2021
The 2nd international workshop on Intelligent Bug Fixing (IBF), 2020
The 11th International Conference on Performance Engineering Artifact Evaluation Track (ICPE), 2020
IEEE Transactions on Software Engineering
Empirical Software Engineering
Journal of Software System
Automated Software Engineering
IEEE Transactions on Reliability
Journal of Software: Evolution and Process
IEEE Software
其他
