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Zhenpeng Chen 0001
Person information
- affiliation: Tsinghua University, School of Software, Beijing, China
- affiliation (2024 - 2025): Nanyang Technological University, Singapore
- affiliation (2021 - 2024): University College London, Department of Computer Science, London, UK
- affiliation (PhD 2021): Peking University, Beijing, China
Other persons with the same name
- Zhenpeng Chen — disambiguation page
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2020 – today
- 2026
- [j22]Yanchun Sun, Jiawei Wu, Xiaohan Zhao, Haizhou Xu, Ye Zhu, Zhenpeng Chen, Sihan Wang, Huizhen Jiang, Gang Huang:
Automatically Deriving Developers' Technical Expertise from the GitHub Social Network. ACM Trans. Softw. Eng. Methodol. 35(4): 98:1-98:33 (2026) - [j21]Jinfeng Wen, Zhenpeng Chen, Zixi Zhu, Federica Sarro, Yi Liu, Haodi Ping, Shangguang Wang
:
LLM-Based Misconfiguration Detection for AWS Serverless Computing. ACM Trans. Softw. Eng. Methodol. 35(4): 110:1-110:28 (2026) - [c22]Liming Yang, Junyu Luo, Xuanzhe Liu, Yiling Lou, Zhenpeng Chen:
BAMAS: Structuring Budget-Aware Multi-Agent Systems. AAAI 2026: 29802-29810 - [i42]Yaoqi Guo, Ying Xiao, Jie M. Zhang, Mark Harman, Yiling Lou, Yang Liu, Zhenpeng Chen:
EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents. CoRR abs/2601.05777 (2026) - [i41]Junjie Shi, Weisong Sun, Zhenpeng Chen, Zhujun Wu, Xiaohong Chen, Zhi Jin, Yang Liu:
REprompt: Prompt Generation for Intelligent Software Development Guided by Requirements Engineering. CoRR abs/2601.16507 (2026) - [i40]Zhaonan Wu, Yanjie Zhao, Zhenpeng Chen, Zheng Wang, Haoyu Wang:
Agent-Based Software Artifact Evaluation. CoRR abs/2602.02235 (2026) - [i39]Bin Liu, Yanjie Zhao, Zhenpeng Chen, Guoai Xu, Haoyu Wang:
A Dual-Loop Agent Framework for Automated Vulnerability Reproduction. CoRR abs/2602.05721 (2026) - 2025
- [j20]Jinfeng Wen
Unveiling overlooked performance variance in serverless computing. Empir. Softw. Eng. 30(2): 59 (2025) - [j19]Zhenpeng Chen
Software Fairness Dilemma: Is Bias Mitigation a Zero-Sum Game? Proc. ACM Softw. Eng. 2(FSE): 1780-1801 (2025) - [j18]Qipeng Wang
Anatomizing Deep Learning Inference in Web Browsers. ACM Trans. Softw. Eng. Methodol. 34(2): 47:1-47:43 (2025) - [j17]Xinyue Li
Bias behind the Wheel: Fairness Testing of Autonomous Driving Systems. ACM Trans. Softw. Eng. Methodol. 34(3): 82:1-82:24 (2025) - [j16]Jinfeng Wen
SCOPE: Performance Testing for Serverless Computing. ACM Trans. Softw. Eng. Methodol. 34(8): 227:1-227:30 (2025) - [c21]Kaibo Liu, Zhenpeng Chen, Yiyang Liu, Jie M. Zhang, Mark Harman, Yudong Han, Yun Ma, Yihong Dong, Ge Li, Gang Huang:
LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs. ACL (1) 2025: 430-440 - [c20]Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang, Yang Liu, Yun Ma:
Personality-Guided Code Generation Using Large Language Models. ACL (1) 2025: 1068-1080 - [c19]Chong Wang, Zhenpeng Chen, Tianlin Li, Yilun Zhang, Yang Liu:
Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework. NIER@ICSE 2025: 56-60 - [c18]Zhenpeng Chen, Xinyue Li, Jie M. Zhang, Federica Sarro, Yang Liu:
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software. ICSE 2025: 743-755 - [c17]Weisong Sun, Yuchen Chen, Mengzhe Yuan, Chunrong Fang, Zhenpeng Chen, Chong Wang, Yang Liu, Baowen Xu, Zhenyu Chen:
Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness. ICSE 2025: 2663-2675 - [i38]Weisong Sun, Yuchen Chen, Mengzhe Yuan, Chunrong Fang, Zhenpeng Chen, Chong Wang, Yang Liu, Baowen Xu, Zhenyu Chen:
Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness. CoRR abs/2502.15830 (2025) - [i37]Zhenpeng Chen, Chong Wang, Weisong Sun, Guang Yang, Xuanzhe Liu, Jie M. Zhang, Yang Liu:
Promptware Engineering: Software Engineering for LLM Prompt Development. CoRR abs/2503.02400 (2025) - [i36]Ying Xiao, Jie Huang, Ruijuan He, Jing Xiao, Mohammad Reza Mousavi, Yepang Liu, Kezhi Li, Zhenpeng Chen, Jie M. Zhang:
AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and Healthcare. CoRR abs/2505.19562 (2025) - [i35]Alfin Wijaya Rahardja, Junwei Liu, Weitong Chen, Zhenpeng Chen, Yiling Lou:
Can Agents Fix Agent Issues? CoRR abs/2505.20749 (2025) - [i34]Mugeng Liu, Siqi Zhong, Weichen Bi, Yixuan Zhang, Zhiyang Chen, Zhenpeng Chen, Xuanzhe Liu, Yun Ma:
A First Look at Bugs in LLM Inference Engines. CoRR abs/2506.09713 (2025) - [i33]Zhenpeng Chen, Xinyue Li, Jie M. Zhang, Weisong Sun, Ying Xiao, Tianlin Li, Yiling Lou, Yang Liu:
Software Fairness Dilemma: Is Bias Mitigation a Zero-Sum Game? CoRR abs/2508.03323 (2025) - [i32]Kevin Halim, Sin G. Teo, Ruitao Feng, Zhenpeng Chen, Yang Gu, Chong Wang, Yang Liu:
A Study on Thinking Patterns of Large Reasoning Models in Code Generation. CoRR abs/2509.13758 (2025) - [i31]Liming Yang, Junyu Luo, Xuanzhe Liu, Yiling Lou, Zhenpeng Chen:
BAMAS: Structuring Budget-Aware Multi-Agent Systems. CoRR abs/2511.21572 (2025) - 2024
- [j15]Feng Li, Yiling Lou, Xin Tan, Zhenpeng Chen, Jinhao Dong, Yang Li, Xuanzhi Wang, Dan Hao, Lu Zhang:
What can we learn from quality assurance badges in open-source software? Sci. China Inf. Sci. 67(4) (2024) - [j14]Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing
Research artifacts in software engineering publications: Status and trends. J. Syst. Softw. 213: 112032 (2024) - [j13]Chengxu Yang, Mengwei Xu
FLASH: Heterogeneity-Aware Federated Learning at Scale. IEEE Trans. Mob. Comput. 23(1): 483-500 (2024) - [j12]Xuanzhe Liu
Adonis: Practical and Efficient Control Flow Recovery through OS-level Traces. ACM Trans. Softw. Eng. Methodol. 33(1): 2:1-2:27 (2024) - [j11]Yixuan Zhang
Characterizing and Detecting WebAssembly Runtime Bugs. ACM Trans. Softw. Eng. Methodol. 33(2): 37:1-37:29 (2024) - [j10]Zhenpeng Chen
Fairness Testing: A Comprehensive Survey and Analysis of Trends. ACM Trans. Softw. Eng. Methodol. 33(5): 137:1-137:59 (2024) - [j9]Zeyu Sun
Fairness Testing of Machine Translation Systems. ACM Trans. Softw. Eng. Methodol. 33(6): 156 (2024) - [j8]Yiling Lou
When Automated Program Repair Meets Regression Testing - An Extensive Study on Two Million Patches. ACM Trans. Softw. Eng. Methodol. 33(7): 180:1-180:23 (2024) - [c16]Zhenpeng Chen
Fairness Improvement with Multiple Protected Attributes: How Far Are We? ICSE 2024: 160:1-160:13 - [c15]Kaibo Liu
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. MSR 2024: 113-117 - [i30]Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Ying Zhang, Yun Ma, Ting Cao, Xuanzhe Liu
Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance. CoRR abs/2402.05981 (2024) - [i29]Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing, Zhenpeng Chen, Yun Ma:
Research Artifacts in Software Engineering Publications: Status and Trends. CoRR abs/2404.06852 (2024) - [i28]Kaibo Liu, Yiyang Liu, Zhenpeng Chen, Jie M. Zhang, Yudong Han, Yun Ma, Ge Li, Gang Huang:
LLM-Powered Test Case Generation for Detecting Tricky Bugs. CoRR abs/2404.10304 (2024) - [i27]Junwei Liu, Kaixin Wang, Yixuan Chen, Xin Peng, Zhenpeng Chen, Lingming Zhang, Yiling Lou:
Large Language Model-Based Agents for Software Engineering: A Survey. CoRR abs/2409.02977 (2024) - [i26]Chong Wang, Zhenpeng Chen, Tianlin Li, Yilun Zhao, Yang Liu
Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework. CoRR abs/2410.09048 (2024) - [i25]Yuchen Chen, Weisong Sun, Chunrong Fang, Zhenpeng Chen, Yifei Ge, Tingxu Han, Quanjun Zhang, Yang Liu
Security of Language Models for Code: A Systematic Literature Review. CoRR abs/2410.15631 (2024) - [i24]Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang, Yang Liu, Yun Ma:
Personality-Guided Code Generation Using Large Language Models. CoRR abs/2411.00006 (2024) - [i23]Xinyue Li, Zhenpeng Chen, Jie M. Zhang, Yiling Lou, Tianlin Li, Weisong Sun, Yang Liu, Xuanzhe Liu
Benchmarking Bias in Large Language Models during Role-Playing. CoRR abs/2411.00585 (2024) - [i22]Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Zixi Zhu, Yi Liu, Haodi Ping, Shangguang Wang:
LLM-Based Misconfiguration Detection for AWS Serverless Computing. CoRR abs/2411.00642 (2024) - [i21]Zhenpeng Chen, Xinyue Li, Jie M. Zhang, Federica Sarro, Yang Liu:
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software. CoRR abs/2412.08167 (2024) - 2023
- [j7]Jinfeng Wen
Characterizing commodity serverless computing platforms. J. Softw. Evol. Process. 35(10) (2023) - [j6]Zhenpeng Chen
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers. ACM Trans. Softw. Eng. Methodol. 32(4): 106:1-106:30 (2023) - [j5]Xuanzhe Liu
FaaSLight: General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing. ACM Trans. Softw. Eng. Methodol. 32(5): 119:1-119:29 (2023) - [j4]Jinfeng Wen
Rise of the Planet of Serverless Computing: A Systematic Review. ACM Trans. Softw. Eng. Methodol. 32(5): 131:1-131:61 (2023) - [j3]Xuanzhe Liu
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective. ACM Trans. Softw. Eng. Methodol. 32(6): 156:1-156:26 (2023) - [c14]Kaibo Liu
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA 2023: 334-346 - [c13]Chao Wang, Zhenpeng Chen
AutoML from Software Engineering Perspective: Landscapes and Challenges. MSR 2023: 39-51 - [i20]Yixuan Zhang, Shangtong Cao, Haoyu Wang, Zhenpeng Chen, Xiapu Luo, Dongliang Mu, Yun Ma, Gang Huang, Xuanzhe Liu
Characterizing and Detecting WebAssembly Runtime Bugs. CoRR abs/2301.12102 (2023) - [i19]Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Xuanzhe Liu
Revisiting the Performance of Serverless Computing: An Analysis of Variance. CoRR abs/2305.04309 (2023) - [i18]Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Xuanzhe Liu:
SuperFlow: Performance Testing for Serverless Computing. CoRR abs/2306.01620 (2023) - [i17]Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman:
An Empirical Study on Fairness Improvement with Multiple Protected Attributes. CoRR abs/2308.01923 (2023) - [i16]Xinyue Li, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Ying Zhang, Xuanzhe Liu
Dark-Skin Individuals Are at More Risk on the Street: Unmasking Fairness Issues of Autonomous Driving Systems. CoRR abs/2308.02935 (2023) - 2022
- [c12]Zhenpeng Chen
MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software. ESEC/SIGSOFT FSE 2022: 1122-1134 - [i15]Jinfeng Wen, Zhenpeng Chen, Xuanzhe Liu
A Literature Review on Serverless Computing. CoRR abs/2206.12275 (2022) - [i14]Zhenpeng Chen, Jie M. Zhang, Federica Sarro
A Comprehensive Empirical Study of Bias Mitigation Methods for Software Fairness. CoRR abs/2207.03277 (2022) - [i13]Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey. CoRR abs/2207.07068 (2022) - [i12]Jinfeng Wen, Zhenpeng Chen, Ding Li, Junkai Chen, Yi Liu, Haoyu Wang, Xin Jin, Xuanzhe Liu
LambdaLite: Application-Level Optimization for Cold Start Latency in Serverless Computing. CoRR abs/2207.08175 (2022) - [i11]Zhenpeng Chen, Jie M. Zhang, Max Hort, Federica Sarro
Fairness Testing: A Comprehensive Survey and Analysis of Trends. CoRR abs/2207.10223 (2022) - [i10]Jinfeng Wen, Zhenpeng Chen, Xuanzhe Liu
Software Engineering for Serverless Computing. CoRR abs/2207.13263 (2022) - 2021
- [j2]Zhenpeng Chen
Emoji-powered Sentiment and Emotion Detection from Software Developers' Communication Data. ACM Trans. Softw. Eng. Methodol. 30(2): 18:1-18:48 (2021) - [c11]Zhenpeng Chen
An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications. ICSE 2021: 674-685 - [c10]Jinfeng Wen
An empirical study on challenges of application development in serverless computing. ESEC/SIGSOFT FSE 2021: 416-428 - [c9]Chengxu Yang, Yuanchun Li, Mengwei Xu, Zhenpeng Chen
TaintStream: fine-grained taint tracking for big data platforms through dynamic code translation. ESEC/SIGSOFT FSE 2021: 806-817 - [c8]Chengxu Yang, Qipeng Wang, Mengwei Xu, Zhenpeng Chen
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data. WWW 2021: 935-946 - [i9]Zhenpeng Chen, Huihan Yao, Yiling Lou, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Xuanzhe Liu:
An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications. CoRR abs/2101.04930 (2021) - [i8]Xuan Lu, Wei Ai, Zhenpeng Chen, Yanbin Cao, Xuanzhe Liu, Qiaozhu Mei:
Emojis Predict Dropouts of Remote Workers: An Empirical Study of Emoji Usage on GitHub. CoRR abs/2102.05737 (2021) - [i7]Diandian Gu, Zhenpeng Chen, Yuanqiang Liu, Zili Zhang, Yun Ma, Xin Jin, Xuanzhe Liu:
Demystifying Developers' Issues in Distributed Training of Deep Learning Software. CoRR abs/2112.06222 (2021) - 2020
- [c7]Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen
Solving Sequential Text Classification as Board-Game Playing. AAAI 2020: 8640-8648 - [c6]Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract). IJCAI 2020: 4701-4705 - [c5]Yiling Lou, Zhenpeng Chen
Understanding build issue resolution in practice: symptoms and fix patterns. ESEC/SIGSOFT FSE 2020: 617-628 - [c4]Zhenpeng Chen
A comprehensive study on challenges in deploying deep learning based software. ESEC/SIGSOFT FSE 2020: 750-762 - [i6]Zhenpeng Chen, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Tao Xie, Xuanzhe Liu:
Understanding Challenges in Deploying Deep Learning Based Software: An Empirical Study. CoRR abs/2005.00760 (2020) - [i5]Jinfeng Wen, Yi Liu, Zhenpeng Chen, Yun Ma, Haoyu Wang, Xuanzhe Liu:
Understanding Characteristics of Commodity Serverless Computing Platforms. CoRR abs/2012.00992 (2020)
2010 – 2019
- 2019
- [c3]Zhenpeng Chen
SEntiMoji: an emoji-powered learning approach for sentiment analysis in software engineering. ESEC/SIGSOFT FSE 2019: 841-852 - [c2]Zhenpeng Chen
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. WWW 2019: 251-262 - [i4]Zhenpeng Chen, Yanbin Cao, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu:
SEntiMoji: An Emoji-Powered Learning Approach for Sentiment Analysis in Software Engineering. CoRR abs/1907.02202 (2019) - 2018
- [c1]Zhenpeng Chen
Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users. WWW 2018: 763-772 - [i3]Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu:
Ermes: Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. CoRR abs/1806.02557 (2018) - [i2]Xuan Lu, Yanbin Cao, Zhenpeng Chen, Xuanzhe Liu:
A First Look at Emoji Usage on GitHub: An Empirical Study. CoRR abs/1812.04863 (2018) - 2017
- [j1]Xuan Lu
PRADO: Predicting App Adoption by Learning the Correlation between Developer-Controllable Properties and User Behaviors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 79:1-79:30 (2017) - [i1]Zhenpeng Chen, Xuan Lu, Wei Ai, Huoran Li, Qiaozhu Mei, Xuanzhe Liu:
Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users. CoRR abs/1705.05546 (2017)
Coauthor Index
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