Defu Cao

Multivariate Time-Series Anomaly Detection via Graph Attention Network

Hang Zhao, Yujing Wang, Juanyong Duan et al. · 2020 · 654 citations

Computing, Data Science, Data Mining +16

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

Computing, Data Science, Forecasting +16

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 · 153 citations · Full text

Computing, Computer Science, Physics +14

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

Computing, Data Science, Forecasting +16

GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting

Furong Jia, Kevin Wang, Yixiang Zheng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 73 citations · Full text

Computing, Computer Science, Forecasting +11