Defu Cao

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

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

When physics meets machine learning: a survey of physics-informed machine learning

Chuizheng Meng, Sam Griesemer, Defu Cao et al. · Machine learning for computational science and engineering · 2025 · 77 citations · Full text

When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning

Chuizheng Meng, Sungyong Seo, Defu Cao et al. · arXiv (Cornell University) · 2022 · 57 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18