Liang Sun

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series

Qingsong Wen, Jingkun Gao, Xiaomin Song et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 210 citations · Full text

Forecasting Methodology, Anomaly Detection, Machine Learning +19

Eigen-Based Transceivers for the MIMO Broadcast Channel With Semi-Orthogonal User Selection

Liang Sun, Matthew R. McKay · IEEE Transactions on Signal Processing · 2010 · 109 citations · Full text

TFAD

Chaoli Zhang, Tian Zhou, Qingsong Wen et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 100 citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

RobustPeriod: Robust Time-Frequency Mining for Multiple Periodicity Detection

Qingsong Wen, Kai He, Liang Sun et al. · 2021 · 90 citations · Full text

Anomaly Detection, Engineering, Data Science +14

RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks

Jingkun Gao, Xiaomin Song, Qingsong Wen et al. · arXiv (Cornell University) · 2020 · 86 citations · Full text

Data Augmentation, Anomaly Detection, Machine Learning +15