| 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 | 48* | 2024 |
| Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study Y Li, Y Huo, Z Jiang, R Zhong, P He, Y Su, LC Briand, MR Lyu IEEE Transactions on Software Engineering, 2024 | 30* | 2024 |
| 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 | 25 | 2024 |
| 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 | 25* | 2023 |
| Go static: Contextualized logging statement generation Y Li, Y Huo, R Zhong, Z Jiang, J Liu, J Huang, J Gu, P He, MR Lyu Proceedings of the ACM on Software Engineering 1 (FSE), 609-630, 2024 | 10 | 2024 |
| ULog: Unsupervised Log Parsing with Large Language Models through Log Contrastive Units J Huang, Z Jiang, Z Chen, MR Lyu arXiv preprint arXiv:2406.07174, 2024 | 4 | 2024 |
| TraceMesh: Scalable and Streaming Sampling for Distributed Traces Z Chen, Z Jiang, Y Su, MR Lyu, Z Zheng The IEEE International Conference on Cloud Computing (CLOUD), 2024 | 4 | 2024 |
| FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems J Huang, J Liu, Z Chen, Z Jiang, Y Li, J Gu, C Feng, Z Yang, Y Yang, ... Proceedings of the 46th International Conference on Software Engineering …, 2024 | 4 | 2024 |
| Prism: Revealing hidden functional clusters from massive instances in cloud systems J Liu, Z Jiang, J Gu, J Huang, Z Chen, C Feng, Z Yang, Y Yang, MR Lyu 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 4 | 2023 |
| Curvature-Invariant Adversarial Attacks for 3D Point Clouds J Zhang, W Gu, Y Huang, Z Jiang, W Wu, MR Lyu Proceedings of the AAAI Conference on Artificial Intelligence 38 (7), 7142-7150, 2024 | 3 | 2024 |
| Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis J Huang, Z Jiang, J Liu, Y Huo, J Gu, Z Chen, C Feng, H Dong, Z Yang, ... 2024 IEEE 35th International Symposium on Software Reliability Engineering …, 2024 | 1 | 2024 |
Michael R. LyuProfessor of Computer Science & Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
