Pinjia He
Pinjia He
Postdoctoral Scholar, ETH Zurich
Verified email at inf.ethz.ch - Homepage
TitleCited byYear
Learning to log: Helping developers make informed logging decisions
J Zhu, P He, Q Fu, H Zhang, MR Lyu, D Zhang
2015 IEEE/ACM 37th IEEE International Conference on Software Engineering 1 …, 2015
942015
Experience report: System log analysis for anomaly detection
S He, J Zhu, P He, MR Lyu
2016 IEEE 27th International Symposium on Software Reliability Engineering …, 2016
882016
Location-based hierarchical matrix factorization for web service recommendation
P He, J Zhu, Z Zheng, J Xu, MR Lyu
2014 IEEE international conference on web services, 297-304, 2014
672014
Software defect prediction via convolutional neural network
J Li, P He, J Zhu, MR Lyu
2017 IEEE International Conference on Software Quality, Reliability and …, 2017
652017
An evaluation study on log parsing and its use in log mining
P He, J Zhu, S He, J Li, MR Lyu
2016 46th annual IEEE/IFIP international conference on dependable systems …, 2016
622016
A privacy-preserving QoS prediction framework for web service recommendation
J Zhu, P He, Z Zheng, MR Lyu
2015 IEEE International Conference on Web Services, 241-248, 2015
502015
Drain: An online log parsing approach with fixed depth tree
P He, J Zhu, Z Zheng, MR Lyu
2017 IEEE International Conference on Web Services (ICWS), 33-40, 2017
362017
Online QoS prediction for runtime service adaptation via adaptive matrix factorization
J Zhu, P He, Z Zheng, MR Lyu
IEEE Transactions on Parallel and Distributed Systems 28 (10), 2911-2924, 2017
342017
Towards automated log parsing for large-scale log data analysis
P He, J Zhu, S He, J Li, MR Lyu
IEEE Transactions on Dependable and Secure Computing 15 (6), 931-944, 2017
302017
Towards online, accurate, and scalable qos prediction for runtime service adaptation
J Zhu, P He, Z Zheng, MR Lyu
2014 IEEE 34th International Conference on Distributed Computing Systems …, 2014
262014
Tools and benchmarks for automated log parsing
J Zhu, S He, J Liu, P He, Q Xie, Z Zheng, MR Lyu
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
192019
Paid: Prioritizing app issues for developers by tracking user reviews over versions
C Gao, B Wang, P He, J Zhu, Y Zhou, MR Lyu
2015 IEEE 26th International Symposium on Software Reliability Engineering …, 2015
152015
Characterizing the natural language descriptions in software logging statements
P He, Z Chen, S He, MR Lyu
Proceedings of the 33rd ACM/IEEE International Conference on Automated …, 2018
132018
Semantically consistent image completion with fine-grained details
P Liu, X Qi, P He, Y Li, MR Lyu, I King
arXiv preprint arXiv:1711.09345, 2017
112017
CARP: context-aware reliability prediction of black-box web services
J Zhu, P He, Q Xie, Z Zheng, MR Lyu
2017 IEEE International Conference on Web Services (ICWS), 17-24, 2017
10*2017
A directed acyclic graph approach to online log parsing
P He, J Zhu, P Xu, Z Zheng, MR Lyu
arXiv preprint arXiv:1806.04356, 2018
92018
Exploiting homophily-based implicit social network to improve recommendation performance
T Zhao, J Hu, P He, H Fan, M Lyu, I King
2014 International Joint Conference on Neural Networks (IJCNN), 2539-2547, 2014
72014
Testing untestable neural machine translation: An industrial case
W Zheng, W Wang, D Liu, C Zhang, Q Zeng, Y Deng, W Yang, P He, T Xie
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
6*2019
A hierarchical matrix factorization approach for location-based web service QoS prediction
P He, J Zhu, J Xu, MR Lyu
2014 IEEE 8th international symposium on service oriented system engineering …, 2014
42014
Poster: Efficient blockchain-based software systems via hierarchical bucket tree
W Chen, Z Zheng, M Ma, P He, P Zheng, Y Zhou
2018 IEEE/ACM 40th International Conference on Software Engineering …, 2018
32018
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Articles 1–20