Zhenpeng Chen
Nanyang Technological University(SG)Nanjing University(CN)
Publications by Year
Research Areas
Software Engineering Research, Software System Performance and Reliability, Software Testing and Debugging Techniques, Ethics and Social Impacts of AI, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey(2023)173 cited
- → Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data(2021)121 cited
- → A comprehensive study on challenges in deploying deep learning based software(2020)117 cited
- → Rise of the Planet of Serverless Computing: A Systematic Review(2023)109 cited
- → Through a Gender Lens(2018)100 cited
- → A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers(2023)85 cited
- → Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification(2019)75 cited
- → An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications(2021)72 cited
- → An empirical study on challenges of application development in serverless computing(2021)72 cited
- → Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users(2017)66 cited