Time Series Anomaly Detection with Multiresolution Ensemble Decoding. - Lifeng Shen; Zhongzhong Yu; Qianli Ma 001; James T. Kwok (AAAI, 2021)

From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba. - Xinyuan Qi; Kai Hou; Tong Liu; Zhongzhong Yu; Sihao Hu; Wenwu Ou (CoRR, 2021)

Efficient time series anomaly detection by multiresolution self-supervised discriminative network. - Desen Huang; Lifeng Shen; Zhongzhong Yu; Zhenjing Zheng; Min Huang; Qianli Ma 001 (Neurocomputing, 2022)

A Survey on Time-Series Pre-Trained Models. - Qianli Ma 001; Zhen Liu 023; Zhenjing Zheng; Ziyang Huang; Siying Zhu; Zhongzhong Yu; James T. Kwok (IEEE Trans. Knowl. Data Eng., 2024)