Minghan Liang

According to our database, Minghan Liang authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multivariate Time Series Anomaly Detection based on Pre-trained Models with Dual-Attention Mechanism.

Yongqian Sun, Yang Guo, Minghan Liang, Xidao Wen, Junhua Kuang, Shenglin Zhang, Hongbo Li, Kaixu Xia, Dan Pei

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

2023

Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters.

Yongqian Sun, Daguo Cheng, Tiankai Yang, Yuhe Ji, Shenglin Zhang, Man Zhu, Xiao Xiong, Qiliang Fan, Minghan Liang, Dan Pei, Tianchi Ma, Yu Chen

IEEE Trans. Computers, October, 2023

Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services.

Yongqian Sun, Daguo Cheng, Pengxiang Jin, Quan Ding, Shenglin Zhang, Xu Chen, Yuzhi Zhang, Minghan Liang, Dan Pei, Jianyan Zheng, Sen Luo, Xinyu Tang

IEEE Trans. Serv. Comput., 2023

An Empirical Analysis of Anomaly Detection Methods for Multivariate Time Series.

Dongwen Li, Shenglin Zhang, Yongqian Sun, Yang Guo, Zeyu Che, Shiqi Chen, Zhenyu Zhong, Minghan Liang, Minyi Shao, Mingjie Li, Shuyang Liu, Yuzhi Zhang, Dan Pei

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Web Services.

Yongqian Sun, Minghan Liang, Zeyu Che, Dongwen Li, Tinghua Zheng, Shenglin Zhang, Pengtian Zhu, Yuzhi Zhang, Dan Pei

Proceedings of the IEEE International Conference on Web Services, 2023

2022

Robust System Instance Clustering for Large-Scale Web Services.

Shenglin Zhang, Dongwen Li, Zhenyu Zhong, Jun Zhu, Minghan Liang, Jiexi Luo, Yongqian Sun, Ya Su, Sibo Xia, Zhongyou Hu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022