Zhenpeng Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 55

Top Topics

Sentiment Classification

Software Engineering

User Experience

Top Venues

ACM Trans. Softw. Eng. Methodol.

ESEC/SIGSOFT FSE

Publications

Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
Fairness Improvement with Multiple Protected Attributes: How Far Are We? ICSE (2024)
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)
Xuanzhe Liu, Chengxu Yang, Ding Li, Yuhan Zhou, Shaofei Li, Jiali Chen, Zhenpeng Chen
: Practical and Efficient Control Flow Recovery through OS-level Traces. ACM Trans. Softw. Eng. Methodol. 33 (1) (2024)
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 (2024)
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. J. Syst. Softw. 213 (2024)
Zeyu Sun, Zhenpeng Chen, Jie Zhang, Dan Hao
Fairness Testing of Machine Translation Systems. ACM Trans. Softw. Eng. Methodol. 33 (6) (2024)
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 (2024)
Kaibo Liu, Yudong Han, Yiyang Liu, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Gang Huang, Yun Ma
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. MSR (2024)
Zhenpeng Chen, Jie M. Zhang, Max Hort, Mark Harman, Federica Sarro
Fairness Testing: A Comprehensive Survey and Analysis of Trends. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
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 (2024)
Yixuan Zhang, Shangtong Cao, Haoyu Wang, Zhenpeng Chen, Xiapu Luo, Dongliang Mu, Yun Ma, Gang Huang, Xuanzhe Liu
Characterizing and Detecting WebAssembly Runtime Bugs. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Chengxu Yang, Mengwei Xu, Qipeng Wang, Zhenpeng Chen, Kang Huang, Yun Ma, Kaigui Bian, Gang Huang, Yunxin Liu, Xin Jin, Xuanzhe Liu
FLASH: Heterogeneity-Aware Federated Learning at Scale. IEEE Trans. Mob. Comput. 23 (1) (2024)
Jinfeng Wen, Yi Liu, Zhenpeng Chen, Junkai Chen, Yun Ma
Characterizing commodity serverless computing platforms. J. Softw. Evol. Process. 35 (10) (2023)
Chao Wang, Zhenpeng Chen, Minghui Zhou
AutoML from Software Engineering Perspective: Landscapes and Challenges. MSR (2023)
Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Xuanzhe Liu
Revisiting the Performance of Serverless Computing: An Analysis of Variance. CoRR (2023)
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 (2023)
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 (2023)
Xuanzhe Liu, Jinfeng Wen, Zhenpeng Chen, Ding Li, Junkai Chen, Yi Liu, Haoyu Wang, Xin Jin
: General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing. ACM Trans. Softw. Eng. Methodol. 32 (5) (2023)
Jinfeng Wen, Zhenpeng Chen, Xin Jin, Xuanzhe Liu
Rise of the Planet of Serverless Computing: A Systematic Review. ACM Trans. Softw. Eng. Methodol. 32 (5) (2023)
Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Xuanzhe Liu
SuperFlow: Performance Testing for Serverless Computing. CoRR (2023)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
An Empirical Study on Fairness Improvement with Multiple Protected Attributes. CoRR (2023)
Xuanzhe Liu, Diandian Gu, Zhenpeng Chen, Jinfeng Wen, Zili Zhang, Yun Ma, Haoyu Wang, Xin Jin
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Kaibo Liu, Yudong Han, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Mark Harman, Gang Huang, Yun Ma
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA (2023)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers. ACM Trans. Softw. Eng. Methodol. 32 (4) (2023)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software. ESEC/SIGSOFT FSE (2022)
Jinfeng Wen, Zhenpeng Chen, Xuanzhe Liu
A Literature Review on Serverless Computing. CoRR (2022)
Zhenpeng Chen, Jie M. Zhang, Max Hort, Federica Sarro, Mark Harman
Fairness Testing: A Comprehensive Survey and Analysis of Trends. CoRR (2022)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
A Comprehensive Empirical Study of Bias Mitigation Methods for Software Fairness. CoRR (2022)
Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey. CoRR (2022)
Jinfeng Wen, Zhenpeng Chen, Xuanzhe Liu
Software Engineering for Serverless Computing. CoRR (2022)
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 (2022)
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 (2021)
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 (2021)
Jinfeng Wen, Zhenpeng Chen, Yi Liu, Yiling Lou, Yun Ma, Gang Huang, Xin Jin, Xuanzhe Liu
An empirical study on challenges of application development in serverless computing. ESEC/SIGSOFT FSE (2021)
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. ICSE (2021)
Zhenpeng Chen
Learning point embedding for 3D data processing. CoRR (2021)
Chengxu Yang, Qipeng Wang, Mengwei Xu, Zhenpeng Chen, Kaigui Bian, Yunxin Liu, Xuanzhe Liu
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data. WWW (2021)
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 (2021)
Zhenpeng Chen, Yanbin Cao, Huihan Yao, Xuan Lu, Xin Peng, Hong Mei, Xuanzhe Liu
Emoji-powered Sentiment and Emotion Detection from Software Developers' Communication Data. ACM Trans. Softw. Eng. Methodol. 30 (2) (2021)
Chengxu Yang, Yuanchun Li, Mengwei Xu, Zhenpeng Chen, Yunxin Liu, Gang Huang, Xuanzhe Liu
TaintStream: fine-grained taint tracking for big data platforms through dynamic code translation. ESEC/SIGSOFT FSE (2021)
Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua
Solving Sequential Text Classification as Board-Game Playing. AAAI (2020)
Yiling Lou, Zhenpeng Chen, Yanbin Cao, Dan Hao, Lu Zhang
Understanding build issue resolution in practice: symptoms and fix patterns. ESEC/SIGSOFT FSE (2020)
Zhenpeng Chen, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Tao Xie, Xuanzhe Liu
Understanding Challenges in Deploying Deep Learning Based Software: An Empirical Study. CoRR (2020)
Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract). IJCAI (2020)
Zhenpeng Chen, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Tao Xie, Xuanzhe Liu
A comprehensive study on challenges in deploying deep learning based software. ESEC/SIGSOFT FSE (2020)
Jinfeng Wen, Yi Liu, Zhenpeng Chen, Yun Ma, Haoyu Wang, Xuanzhe Liu
Understanding Characteristics of Commodity Serverless Computing Platforms. CoRR (2020)
Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. WWW (2019)
Zhenpeng Chen, Yanbin Cao, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
SEntiMoji: an emoji-powered learning approach for sentiment analysis in software engineering. ESEC/SIGSOFT FSE (2019)
Zhenpeng Chen, Qianfei Liu, Chenfan Lian
PointLaneNet: Efficient end-to-end CNNs for Accurate Real-Time Lane Detection. IV (2019)
Zhenpeng Chen, Yanbin Cao, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
SEntiMoji: An Emoji-Powered Learning Approach for Sentiment Analysis in Software Engineering. CoRR (2019)
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. WWW (2018)
Xuan Lu, Yanbin Cao, Zhenpeng Chen, Xuanzhe Liu
A First Look at Emoji Usage on GitHub: An Empirical Study. CoRR (2018)
Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
Ermes: Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. CoRR (2018)
Zhenpeng Chen, Xuan Lu, Sheng Shen, Wei Ai, Xuanzhe Liu, Qiaozhu Mei
Through a Gender Lens: An Empirical Study of Emoji Usage over Large-Scale Android Users. CoRR (2017)
Xuan Lu, Zhenpeng Chen, Xuanzhe Liu, Huoran Li, Tao Xie, Qiaozhu Mei
PRADO: Predicting App Adoption by Learning the Correlation between Developer-Controllable Properties and User Behaviors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)