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2020 – today
- 2026
[j3]Wenwei Gu, Renyi Zhong, Guangba Yu
, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu:
KPIRoot+: An efficient integrated framework for anomaly detection and root cause analysis in large-scale cloud systems. Empir. Softw. Eng. 31(2): 28 (2026)- 2025
- [c4]Wenwei Gu, Jiazhen Gu, Renyi Zhong, Wenyu Zhang, Ming Li, Michael R. Lyu:
Cordial: Cross-row Failure Prediction Method Based on Bank-level Error Locality for HBMs. DSN-S 2025: 77-83 - [c3]Renyi Zhong:
Towards Quality Assurance of Natural Language in Code. ICSE Companion 2025: 187-189 - [c2]Zhihan Jiang, Junjie Huang, Guangba Yu, Zhuangbin Chen, Yichen Li, Renyi Zhong, Cong Feng, Yongqiang Yang, Zengyin Yang, Michael R. Lyu:
L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis. SIGSOFT FSE Companion 2025: 51-63 - [i9]Wenwei Gu, Renyi Zhong, Jianping Zhang, Michael R. Lyu:
Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis. CoRR abs/2503.19519 (2025) - [i8]Renyi Zhong, Yichen Li, Guangba Yu, Wenwei Gu, Jinxi Kuang, Yintong Huo, Michael R. Lyu:
Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation. CoRR abs/2505.16590 (2025) - [i7]Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu:
KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems. CoRR abs/2506.04569 (2025) - [i6]Renyi Zhong, Yintong Huo, Wenwei Gu, Jinxi Kuang, Zhihan Jiang, Guangba Yu, Yichen Li, David Lo, Michael R. Lyu:
CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency. CoRR abs/2506.20558 (2025) - [i5]Renyi Zhong, Yintong Huo, Wenwei Gu, Yichen Li, Michael R. Lyu:
End-to-End Automated Logging via Multi-Agent Framework. CoRR abs/2511.18528 (2025) - 2024
- [j2]Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu:
Go Static: Contextualized Logging Statement Generation. Proc. ACM Softw. Eng. 1(FSE): 609-630 (2024) - [j1]Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Lionel C. Briand, Michael R. Lyu:
Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study. IEEE Trans. Software Eng. 50(12): 3188-3207 (2024) - [c1]Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu:
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach. ICSE-SEIP 2024: 369-380 - [i4]Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu:
Go Static: Contextualized Logging Statement Generation. CoRR abs/2402.12958 (2024) - [i3]Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu:
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach. CoRR abs/2403.06485 (2024) - [i2]Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, Michael R. Lyu:
Automated Defects Detection and Fix in Logging Statement. CoRR abs/2408.03101 (2024) - 2023
- [i1]Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Michael R. Lyu:
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study. CoRR abs/2307.05950 (2023)
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