Tian Zhou

Transformers in Time Series: A Survey

Qingsong Wen, Tian Zhou, Chaoli Zhang et al. · 2023 · 889 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

Tian Zhou, Ziqing Ma, Qingsong Wen et al. · arXiv (Cornell University) · 2022 · 533 citations · Full text

Forecasting Methodology, Most Time Series, Engineering +8

DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection

Yiyuan Yang, Chaoli Zhang, Tian Zhou et al. · 2023 · 204 citations

Anomaly Detection, Machine Learning, Data Science +12

Blood-brain barrier Permeable nanoparticles for Alzheimer's disease treatment by selective mitophagy of microglia

Gang Zhong, Huiping Long, Tian Zhou et al. · Biomaterials · 2022 · 137 citations

Nanoparticles, Nanomedicine, Disease Treatment +10

One Fits All:Power General Time Series Analysis by Pretrained LM

Tian Zhou, PeiSong Niu, Xue Wang et al. · arXiv (Cornell University) · 2023 · 116 citations · Full text

Forecasting Methodology, Llm Fine-tuning, Engineering +25