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ORCIDZhongzhi Luan
- > Home > Persons > Zhongzhi Luan
Publications
- 2024
[j36]Jiaxing Qi
, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang:
LogSay: An Efficient Comprehension System for Log Numerical Reasoning. IEEE Trans. Computers 73(7): 1809-1821 (2024)- [c126]Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian:
Gloss: Guiding Large Language Models to Answer Questions from System Logs. SANER 2024: 91-101 - [i14]Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian:
FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning. CoRR abs/2406.07925 (2024) - 2023
- [j29]Shaohan Huang, Yi Liu, Carol J. Fung, He Wang, Hailong Yang, Zhongzhi Luan:
Improving Log-Based Anomaly Detection by Pre-Training Hierarchical Transformers. IEEE Trans. Computers 72(9): 2656-2667 (2023) - [j27]Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Hanlu Li, Danfeng Zhu, Depei Qian:
LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 20(2): 1378-1391 (2023) - [c123]Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu:
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. HPCC/DSS/SmartCity/DependSys 2023: 273-280 - [i13]Shaohan Huang, Yi Liu, Carol J. Fung, Jiaxing Qi, Hailong Yang, Zhongzhi Luan:
LogQA: Question Answering in Unstructured Logs. CoRR abs/2303.11715 (2023) - [i11]Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Carol J. Fung, Hailong Yang, Depei Qian:
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. CoRR abs/2309.01189 (2023) - 2022
- [j22]Shaozhi Dai, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, He Wang, Hailong Yang, Depei Qian:
REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network. IEEE Trans. Netw. Serv. Manag. 19(4): 4045-4057 (2022) - [c113]Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan:
Black-box Attacks to Log-based Anomaly Detection. CNSM 2022: 310-316 - [c107]Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yukun Wang, Carol J. Fung, Hailong Yang, Depei Qian:
Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning. NOMS 2022: 1-5 - 2020
- [j18]Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan:
HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log. IEEE Trans. Netw. Serv. Manag. 17(4): 2064-2076 (2020) - [c98]Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan:
Transfer Log-based Anomaly Detection with Pseudo Labels. CNSM 2020: 1-5 - [c96]Shaohan Huang, Yi Liu, Carol J. Fung, Wanhe An, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan:
A Gated Few-shot Learning Model For Anomaly Detection. ICOIN 2020: 505-509 - [c94]Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan:
Paddy: An Event Log Parsing Approach using Dynamic Dictionary. NOMS 2020: 1-8 - 2019
- [c85]Lu Xu, Zhongzhi Luan, Carol J. Fung, Da Ye, Depei Qian:
Anomaly Detection Models Based on Context-Aware Sequential Long Short-Term Memory Learning. GLOBECOM 2019: 1-6 - 2018
- [c76]Lu Xu, Zhongzhi Luan, Carol J. Fung, Guang Wei, Depei Qian:
Outlier Detection for Distributed Services using Multi-Frequency Patterns. CNSM 2018: 308-312 - 2017
- [c70]Shaohan Huang, Carol J. Fung, Chang Liu, Shupeng Zhang, Guang Wei, Zhongzhi Luan, Depei Qian:
Arena: Adaptive real-time update anomaly prediction in cloud systems. CNSM 2017: 1-9 - [c67]Shupeng Zhang, Carol J. Fung, Shaohan Huang, Zhongzhi Luan, Depei Qian:
PSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series. IWQoS 2017: 1-6 - 2016
- [c61]Shaohan Huang, Carol J. Fung, Kui Wang, Polo Pei, Zhongzhi Luan, Depei Qian:
Using recurrent neural networks toward black-box system anomaly prediction. IWQoS 2016: 1-10 - 2015
- [c57]Shaohan Huang, Carol J. Fung, Kui Wang, Yaqi Yang, Zhongzhi Luan, Depei Qian:
Revisit network anomaly ranking in datacenter network using re-ranking. CloudNet 2015: 178-183 - [c54]Kui Wang, Carol J. Fung, Chao Ding, Polo Pei, Shaohan Huang, Zhongzhi Luan, Depei Qian:
A methodology for root-cause analysis in component based systems. IWQoS 2015: 243-248
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