Jinfu Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Countermeasures

Data Protection

Regression Function

Top Venues

IEEE Trans. Software Eng.

Empir. Softw. Eng.

Publications

Yanming Yang, Xing Hu, Zhipeng Gao, Jinfu Chen, Chao Ni, Xin Xia, David Lo
Federated Learning for Software Engineering: A Case Study of Code Clone Detection and Defect Prediction. IEEE Trans. Software Eng. 50 (2) (2024)
Yuanjie Xia, Lizhi Liao, Jinfu Chen, Heng Li, Weiyi Shang
Reducing the Length of Field-Replay Based Load Testing. IEEE Trans. Software Eng. 50 (8) (2024)
Derui Zhu, Jinfu Chen, Xuebing Zhou, Weiyi Shang, Ahmed E. Hassan, Jens Grossklags
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Jiayuan Zhou, Michael Pacheco, Jinfu Chen, Xing Hu, Xin Xia, David Lo, Ahmed E. Hassan
CoLeFunDa: Explainable Silent Vulnerability Fix Identification. ICSE (2023)
Youshuai Tan, Jinfu Chen, Weiyi Shang, Tao Zhang, Sen Fang, Xiapu Luo, Zijie Chen, Shuhao Qi
STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews. IEEE Trans. Software Eng. 49 (8) (2023)
Jinfu Chen, Zishuo Ding, Yiming Tang, Mohammed Sayagh, Heng Li, Bram Adams, Weiyi Shang
IoPV: On Inconsistent Option Performance Variations. ESEC/SIGSOFT FSE (2023)
Yan Zhou, Jinfu Chen, Yong Shi, Boyuan Chen, Zhen Ming Jack Jiang
An Empirical Comparison on the Results of Different Clone Detection Setups for C-based Projects. ICSE-SEIP (2023)
Jinfu Chen, Weiyi Shang, Emad Shihab
PerfJIT: Test-Level Just-in-Time Prediction for Performance Regression Introducing Commits. IEEE Trans. Software Eng. 48 (5) (2022)
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi
Locating Performance Regression Root Causes in the Field Operations of Web-Based Systems: An Experience Report. IEEE Trans. Software Eng. 48 (12) (2022)
Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan
DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models. ASE (2021)
Jinfu Chen
Performance regression detection in DevOps. ICSE (Companion Volume) (2020)
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Jianmei Guo, Catalin Sporea, Andrei Toma, Sarah Sajedi
Using black-box performance models to detect performance regressions under varying workloads: an empirical study. Empir. Softw. Eng. 25 (5) (2020)
Zishuo Ding, Jinfu Chen, Weiyi Shang
Towards the use of the readily available tests from the release pipeline as performance tests: are we there yet? ICSE (2020)
Yi Zeng, Jinfu Chen, Weiyi Shang, Tse-Hsun (Peter) Chen
Studying the characteristics of logging practices in mobile apps: a case study on F-Droid. Empir. Softw. Eng. 24 (6) (2019)
Jinfu Chen, Weiyi Shang, Ahmed E. Hassan, Yong Wang, Jiangbin Lin
An Experience Report of Generating Load Tests Using Log-Recovered Workloads at Varying Granularities of User Behaviour. ASE (2019)
Jinfu Chen, Weiyi Shang
An Exploratory Study of Performance Regression Introducing Code Changes. ICSME (2017)