Qingning Lu

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Unsupervised Anomaly Detection

Sparse Learning

Multivariate Time Series

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Zhijie Zhang, Wenzhong Li, Wangxiang Ding, Linming Zhang, Qingning Lu, Peng Hu, Tong Gui, Sanglu Lu
STAD-GAN: Unsupervised Anomaly Detection on Multivariate Time Series with Self-training Generative Adversarial Networks. ACM Trans. Knowl. Discov. Data 17 (5) (2023)
Qingning Lu, Wenzhong Li, Chuanze Zhu, Yizhou Chen, Yinke Wang, Zhijie Zhang, Linshan Shen, Sanglu Lu
Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders. ACML (2022)
Linming Zhang, Wenzhong Li, Zhijie Zhang, Qingning Lu, Ce Hou, Peng Hu, Tong Gui, Sanglu Lu
LogAttn: Unsupervised Log Anomaly Detection with an AutoEncoder Based Attention Mechanism. KSEM (2021)
Chen Wan, Wenzhong Li, Wangxiang Ding, Zhijie Zhang, Qingning Lu, Lin Qian, Ji Xu, Jixiang Lu, Rongrong Cao, Baoliu Ye, Sanglu Lu
Multi-task sequence learning for performance prediction and KPI mining in database management system. Inf. Sci. 568 (2021)