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Zhenpeng Chen
Zhenpeng Chen
Research Fellow, University College London
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Through a Gender Lens: Learning Usage Patterns of Emojis from Large-scale Android Users
Z Chen, X Lu, W Ai, H Li, Q Mei, X Liu
WWW 2018, 763-772, 2018
162*2018
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification
Z Chen, S Shen, Z Hu, X Lu, Q Mei, X Liu
WWW 2019, Best Paper Award, 251-262, 2019
642019
A Comprehensive Study on Challenges in Deploying Deep Learning Based Software
Z Chen, Y Cao, Y Liu, H Wang, T Xie, X Liu
ESEC/FSE 2020, 750-762, 2020
582020
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data
C Yang, Q Wang, M Xu, Z Chen, K Bian, Y Liu, X Liu
WWW 2021, 935-946, 2021
472021
An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications
Z Chen, H Yao, Y Lou, Y Cao, Y Liu, H Wang, X Liu
ICSE 2021, 674-685, 2021
322021
SEntiMoji: An Emoji-Powered Learning Approach for Sentiment Analysis in Software Engineering
Z Chen, Y Cao, X Lu, Q Mei, X Liu
ESEC/FSE 2019, 841-852, 2019
322019
Emoji-Powered Sentiment and Emotion Detection from Software Developers’ Communication Data
Z Chen, Y Cao, H Yao, X Lu, X Peng, H Mei, X Liu
ACM Transactions on Software Engineering and Methodology (TOSEM) 2021 30 (2 …, 2021
272021
An empirical study on challenges of application development in serverless computing
J Wen, Z Chen, Y Liu, Y Lou, Y Ma, G Huang, X Jin, X Liu
ESEC/FSE 2021, 416-428, 2021
222021
Emojis Predict Dropouts of Remote Workers: An Empirical Study of Emoji Usage on GitHub
X Lu, W Ai, Z Chen, Y Cao, Q Mei
PLOS ONE, https://doi.org/10.1371/journal.pone.026, 2022
17*2022
Prado: Predicting App Adoption by Learning the Correlation between Developer-controllable Properties and User Behaviors
X Lu, Z Chen, X Liu, H Li, T Xie, Q Mei
UbiComp 2017 1 (3), 79:1-79:30, 2017
172017
Understanding Build Issue Resolution in Practice: Symptoms and Fix Patterns
Y Lou, Z Chen, Y Cao, D Hao, L Zhang
ESEC/FSE 2020, 617-628, 2020
152020
Characterizing Commodity Serverless Computing Platforms
J Wen, Y Liu, Z Chen, J Chen, Y Ma
Journal of Software: Evolution and Process, SANER 2022 journal-first …, 2021
14*2021
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
M Hort, Z Chen, JM Zhang, F Sarro, M Harman
arXiv preprint arXiv:2207.07068, 2022
102022
MAAT: A Novel Ensemble Approach to Addressing Fairness and Performance Bugs for Machine Learning Software
Z Chen, JM Zhang, F Sarro, M Harman
ESEC/FSE 2022, 2022
62022
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers
Z Chen, JM Zhang, F Sarro, M Harman
ACM Transactions on Software Engineering and Methodology (TOSEM) 2023, 2023
4*2023
TaintStream: fine-grained taint tracking for big data platforms through dynamic code translation
C Yang, Y Li, M Xu, Z Chen, Y Liu, G Huang, X Liu
ESEC/FSE 2021, 806-817, 2021
32021
Rise of the Planet of Serverless Computing: A Systematic Review
J Wen, Z Chen, X Jin, X Liu
ACM Transactions on Software Engineering and Methodology (TOSEM) 2023, https …, 2023
2*2023
Fairness Testing: A Comprehensive Survey and Analysis of Trends
Z Chen, JM Zhang, M Hort, F Sarro, M Harman
arXiv preprint arXiv:2207.10223, 2022
22022
Demystifying Developers' Issues in Distributed Training of Deep Learning Software
D Gu, Z Chen, Y Liu, Z Zhang, Y Ma, X Jin, X Liu
arXiv preprint arXiv:2112.06222, 2021
22021
Solving Sequential Text Classification as Board-Game Playing
C Qian, F Feng, L Wen, Z Chen, L Lin, Y Zheng, TS Chua
AAAI 2020, 8640-8648, 2020
22020
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