Bixiong Xu

Multivariate Time-Series Anomaly Detection via Graph Attention Network

Hang Zhao, Yujing Wang, Juanyong Duan et al. · 2020 · 614 citations

Graph Attention Network, Anomaly Detection, Machine Learning +17

TS2Vec: Towards Universal Representation of Time Series

Zhihan Yue, Yujing Wang, Juanyong Duan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 575 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

Time-Series Anomaly Detection Service at Microsoft

Hansheng Ren, Bixiong Xu, Yujing Wang et al. · 2019 · 539 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +17

Spectral Temporal Graph Neural Network for Multivariate Time-series\n Forecasting

Defu Cao, Yujing Wang, Juanyong Duan et al. · arXiv (Cornell University) · 2021 · 190 citations · Full text

Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting

Defu Cao, Yujing Wang, Juanyong Duan et al. · arXiv (Cornell University) · 2021 · 116 citations · Full text

Temporal Dependencies, Recurrent Neural Network, Spatiotemporal Diagnostics +14