Final-year Ph.D. Candidate,
The Chinese University of Hong Kong
Contact Info:
Room 101A, SHB, CUHK, Hong Kong
Email: jyliu AT cse.cuhk.edu.hk
Github
Google Scholar
LinkedIn
Research Interest:
I am a final-year Ph.D candidate at the Chinese University of Hong Kong, under the supervision of Prof. Michael R. Lyu. I got my Bachelor's (2018) and Master's (2020) degree from Sun Yat-Sen University in InPlus Lab, under the supervision of Prof. Zibin ZHENG . My research concerns the AIOps, anomaly detection, log analysis, which aims to provide a more reliable cloud system. I also did research on recommendation system based on deep learning.
Our project LogPAI provides an end-to-end solution to intelligently manage and analyze logs for modern production systems using machine learning techniques. So far, the project has received 3000+ stars and 800+ forks and the datasets Loghub have been downloaded for more than 80,000 times by 370+ organizations. Feel free to contact us if you have any questions.
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache
[pdf] [code] 
CCF-A
In proceedings of the ACM International Conference on the Foundations of Software Engineering (FSE 2024), Porto de Galinhas, Brazil, July 15 - 19, 2024
Go Static: Contextualized Logging Statement Generation
[pdf] [code] 
CCF-A
In proceedings of the ACM International Conference on the Foundations of Software Engineering (FSE 2024), Porto de Galinhas, Brazil, July 15 - 19, 2024
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach
[pdf]
CCF-A
In Proceedings of the 46st International Conference on Software Engineering:
Software Engineering in Practice (ICSE 2024),
Lisbon, Portugal, April 14 - 20, 2024
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets
in Large-scale Cloud Systems
[pdf]
CCF-A
In Proceedings of the 46st International Conference on Software Engineering:
Software Engineering in Practice (ICSE 2024),
Lisbon, Portugal, April 14 - 20, 2024
Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems
[pdf] [code] 
CCF-A
In proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023), Kirchberg, Luxembourg, Sep 11 - 15, 2023
Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services
[pdf] [code] 
CCF-B
In proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE 2023), Florence, Italy, Oct 9 - 12, 2023
Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics
[pdf] [code] 
CCF-B
In proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE 2023), Florence, Italy, Oct 9 - 12, 2023
Incident-aware Duplicate Ticket Aggregation for Cloud Systems
[pdf] [code] 
CCF-A
In Proceedings of the 45h International Conference on Software and Engineering (ICSE 2023), Melbourne, Australia, May 14 - 20, 2023
Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching
[pdf] [code] 
CCF-A
In Proceedings of the 44th International Conference on Software and Engineering (ICSE 2022), Pittsburgh, May 22 - 27, 2022
Graph-based Incident Aggregation for Large-Scale Online Service Systems
[pdf]
[code] 
CCF-A
in Proceedings of The 36th IEEE/ACM International Conference on Automated Software Engineering (ASE 2021), Australia, Nov 14 - 20, 2022
Ensembled CTR Prediction via Knowledge Distillation
[pdf]
CCF-B
In Proceedings of the 29th International Conference on Information and Knowledge
Management (CIKM 2020), Online, Oct 19 - 23, 2020
Logzip: Extracting Hidden Structures via Iterative Clustering for Log
Compression
[pdf]
[code]
CCF-A
In Proceedings of the 34th International Conference on Automated Software
Engineering (ASE 2019), San Diego, California,
United States, Nov 11 - 15, 2019
Tools and Benchmarks for Automated Log Parsing
[pdf] [BibTex] [code]
CCF-A
In Proceedings of the 41st International Conference on Software Engineering:
Software Engineering in Practice (ICSE 2019),
Montréal, QC, Canada, May 25 - 31, 2019
2024 | ATC, FSE, ICDE, VLDB |
2023 | DSN, FSE |
2022 | FSE, ISSRE, SRDS |
2021 | APSEC, DSN, ICSE, ISSRE |
2020 | DSN, FSE |