| A survey on automated log analysis for reliability engineering S He, P He, Z Chen, T Yang, Y Su, MR Lyu ACM computing surveys (CSUR) 54 (6), 1-37, 2021 | 240 | 2021 |
| Experience report: Deep learning-based system log analysis for anomaly detection Z Chen, J Liu, W Gu, Y Su, MR Lyu arXiv preprint arXiv:2107.05908, 2021 | 119 | 2021 |
| 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 | 103 | 2018 |
| Distributed duty cycle control for delay improvement in wireless sensor networks Z Chen, A Liu, Z Li, Y Choi, J Li Peer-to-Peer Networking and Applications 10, 559-578, 2017 | 94 | 2017 |
| Towards intelligent incident management: why we need it and how we make it Z Chen, Y Kang, L Li, X Zhang, H Zhang, H Xu, Y Zhou, L Yang, J Sun, ... Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 85 | 2020 |
| Energy‐efficient broadcasting scheme for smart industrial wireless sensor networks Z Chen, A Liu, Z Li, YJ Choi, H Sekiya, J Li Mobile Information Systems 2017 (1), 7538190, 2017 | 71 | 2017 |
| Memory-safety challenge considered solved? An in-depth study with all Rust CVEs H Xu, Z Chen, M Sun, Y Zhou, MR Lyu ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (1), 1-25, 2021 | 69 | 2021 |
| Neural relational topic models for scientific article analysis H Bai, Z Chen, MR Lyu, I King, Z Xu Proceedings of the 27th ACM International Conference on Information and …, 2018 | 57 | 2018 |
| An adaptive virtual relaying set scheme for loss-and-delay sensitive WSNs A Liu, Z Chen, NN Xiong Information Sciences 424, 118-136, 2018 | 53 | 2018 |
| Eadro: An end-to-end troubleshooting framework for microservices on multi-source data C Lee, T Yang, Z Chen, Y Su, MR Lyu 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 46 | 2023 |
| Adaptive performance anomaly detection for online service systems via pattern sketching Z Chen, J Liu, Y Su, H Zhang, X Ling, Y Yang, MR Lyu Proceedings of the 44th international conference on software engineering, 61-72, 2022 | 33 | 2022 |
| NV-DNN: towards fault-tolerant DNN systems with N-version programming H Xu, Z Chen, W Wu, Z Jin, S Kuo, M Lyu 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 33 | 2019 |
| Reliability improved cooperative communication over wireless sensor networks Z Chen, M Ma, X Liu, A Liu, M Zhao Symmetry 9 (10), 209, 2017 | 30 | 2017 |
| Exploring better black-box test case prioritization via log analysis Z Chen, J Chen, W Wang, J Zhou, M Wang, X Chen, S Zhou, J Wang ACM Transactions on Software Engineering and Methodology 32 (3), 1-32, 2023 | 25 | 2023 |
| Llmparser: A llm-based log parsing framework Z Jiang, J Liu, Z Chen, Y Li, J Huang, Y Huo, P He, J Gu, MR Lyu arXiv preprint arXiv:2310.01796, 2023 | 24 | 2023 |
| Heterogeneous anomaly detection for software systems via semi-supervised cross-modal attention C Lee, T Yang, Z Chen, Y Su, Y Yang, MR Lyu 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 24 | 2023 |
| Graph-based incident aggregation for large-scale online service systems Z Chen, J Liu, Y Su, H Zhang, X Wen, X Ling, Y Yang, MR Lyu 2021 36th IEEE/ACM International Conference on Automated Software …, 2021 | 24 | 2021 |
| Scalable and adaptive log-based anomaly detection with expert in the loop J Liu, J Huang, Y Huo, Z Jiang, J Gu, Z Chen, C Feng, M Yan, MR Lyu arXiv preprint arXiv:2306.05032, 2023 | 21 | 2023 |
| A large-scale evaluation for log parsing techniques: how far are we? Z Jiang, J Liu, J Huang, Y Li, Y Huo, J Gu, Z Chen, J Zhu, MR Lyu Proceedings of the 33rd ACM SIGSOFT International Symposium on Software …, 2024 | 19 | 2024 |
| Lilac: Log parsing using llms with adaptive parsing cache Z Jiang, J Liu, Z Chen, Y Li, J Huang, Y Huo, P He, J Gu, MR Lyu Proceedings of the ACM on Software Engineering 1 (FSE), 137-160, 2024 | 18 | 2024 |
Michael R. LyuProfessor of Computer Science & Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
