Browse by UCL people
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Number of items: 21.
Article
Chen, Zhenpeng;
Zhang, Jie M;
Hort, Max;
Harman, Mark;
Sarro, Federica;
(2024)
Fairness Testing: A Comprehensive Survey and Analysis of Trends.
ACM Transactions on Software Engineering and Methodology
(In press).
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Chen, Zhenpeng;
Zhang, Jie M;
Sarro, Federica;
Harman, Mark;
(2023)
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers.
ACM Transactions on Software Engineering and Methodology
(In press).
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Chen, ZP;
Yao, HH;
Cao, YB;
Liu, XZ;
Mei, H;
(2023)
Research on Sentiment Analysis in Software Engineering.
Ruan Jian Xue Bao/Journal of Software
, 34
(5)
pp. 2218-2230.
10.13328/j.cnki.jos.006428.
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Hort, Max;
Chen, Zhenpeng;
Zhang, Jie M;
Harman, Mark;
Sarro, Federica;
(2023)
Bias Mitigation for Machine Learning Classifiers: A
Comprehensive Survey.
ACM Journal on Responsible Computing
10.1145/3631326.
(In press).
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Li, Feng;
Lou, Yiling;
Tan, Xin;
Chen, Zhenpeng;
Dong, Jinhao;
Li, Yang;
Wang, Xuanzhi;
... Zhang, Lu; + view all
(2023)
What can we learn from quality assurance badges in open-source software?
Science China Information Sciences
, 67
, Article 142103. 10.1007/s11432-022-3611-3.
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Liu, Xuanzhe;
Gu, Diandian;
Chen, Zhenpeng;
Wen, Jinfeng;
Zhang, Zili;
Ma, Yun;
Wang, Haoyu;
(2023)
Rise of Distributed Deep Learning Training in the Big Model Era: From A Software Engineering Perspective.
ACM Transactions on Software Engineering and Methodology
(In press).
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Liu, Xuanzhe;
Wen, Jinfeng;
Chen, Zhenpeng;
Li, Ding;
Chen, Junkai;
Liu, Yi;
Wang, Haoyu;
(2023)
FaaSLight: General Application-Level Cold-Start Latency Optimization for Function-as-a-Service in Serverless Computing.
ACM Transactions on Software Engineering and Methodology
(In press).
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Liu, Xuanzhe;
Yang, Chengxu;
Li, Ding;
Zhou, Yuhan;
Li, Shaofei;
Chen, Jiali;
Chen, Zhenpeng;
(2023)
Adonis: Practical and Efficient Control Flow Recovery through OS-Level Traces.
ACM Transactions on Software Engineering and Methodology
(In press).
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Wen, J;
Chen, Z;
Zhao, J;
Sarro, F;
Ping, H;
Zhang, Y;
Wang, S;
(2025)
SCOPE: Performance Testing for Serverless Computing.
ACM Transactions on Software Engineering and Methodology
, 34
(8)
, Article 227. 10.1145/3717609.
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Wen, J;
Liu, Y;
Chen, Z;
Chen, J;
Ma, Y;
(2021)
Characterizing commodity serverless computing platforms.
Journal of Software: Evolution and Process
, Article e2394. 10.1002/smr.2394.
(In press).
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Wen, Jinfeng;
Chen, Zhenpeng;
Jin, Xin;
Liu, Xuanzhe;
(2023)
Rise of the Planet of Serverless Computing: A Systematic Review.
ACM Transactions on Software Engineering and Methodology
(In press).
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Wen, Jinfeng;
Chen, Zhenpeng;
Sarro, Federica;
Wang, Shangguang;
(2025)
Unveiling overlooked performance variance in serverless computing.
Empirical Software Engineering
, 30
(2)
, Article 59. 10.1007/s10664-025-10615-3.
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Yang, C;
Xu, M;
Wang, Q;
Chen, Z;
Huang, K;
Ma, Y;
Bian, K;
... Liu, X; + view all
(2022)
FLASH: Heterogeneity-Aware Federated Learning at Scale.
IEEE Transactions on Mobile Computing
10.1109/TMC.2022.3214234.
(In press).
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Yixuan, Zhang;
Shangtong, Cao;
Haoyu, Wang;
Chen, Zhenpeng;
Xiapu, Luo;
Dongliang, Mu;
Yun, Ma;
... Xuanzhe, Liu; + view all
(2023)
Characterizing and Detecting WebAssembly Runtime Bugs.
ACM Transactions on Software Engineering and Methodology
(In press).
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Proceedings paper
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Chen, Z;
Li, X;
Zhang, JM;
Sarro, F;
Liu, Y;
(2025)
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software.
In:
Proceedings of the 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE).
(pp. pp. 743-755).
IEEE: Ottawa, Canada.
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Chen, Zhenpeng;
Zhang, Jie M;
Sarro, Federica;
Harman, Mark;
(2024)
Fairness Improvement with Multiple Protected Attributes: How Far Are We?
In:
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering (ICSE).
IEEE/ACM: Lisbon, Portugal.
(In press).
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Chen, Zhenpeng;
Zhang, Jie M;
Sarro, Federica;
Harman, Mark;
(2022)
MAAT: A Novel Ensemble Approach to Addressing Fairness and Performance Bugs for Machine Learning Software.
In:
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE '22).
ACM Press: Singapore, Singapore.
(In press).
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Liu, Kaibo;
Chen, Zhenpeng;
Liu, Yiyang;
Zhang, Jie M;
Harman, Mark;
Han, Yudong;
Ma, Yun;
... Huang, Gang; + view all
(2025)
LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs.
In: Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Taher Pilehvar, Mohammad, (eds.)
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics.
(pp. pp. 430-440).
Association for Computational Linguistics (ACL): Vienna, Austria.
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Liu, Kaibo;
Han, Yudong;
Liu, Yiyang;
Zhang, Jie M;
Chen, Zhenpeng;
Sarro, Federica;
Huang, Gang;
(2024)
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs.
In:
MSR '24: Proceedings of the 21st International Conference on Mining Software Repositories.
(pp. pp. 113-117).
ACM
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Liu, Kaibo;
Han, Yudong;
Zhang, Jie M;
Chen, Zhenpeng;
Sarro, Federica;
Harman, Mark;
Huang, Gang;
(2023)
Who Judges the Judge: An Empirical Study on Online Judge Tests.
In:
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis.
(pp. pp. 334-346).
ACM (Association for Computing Machinery)
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Wang, Chao;
Chen, Zhenpeng;
Zhou, Minghui;
(2023)
AutoML from Software Engineering Perspective: Landscapes and Challenges.
In:
Proceedings of the 20th International Conference on Mining Software Repositories (MSR) 2023 IEEE/ACM.
(pp. pp. 39-51).
Institute of Electrical and Electronics Engineers (IEEE): Melbourne, Australia.
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