Adversarial Dynamic Shapelet Networks. - Qianli Ma 001; Wanqing Zhuang; Sen Li 001; Desen Huang; Garrison W. Cottrell (AAAI, 2020)

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)

Multiscale echo self-attention memory network for multivariate time series classification. - Huizi Lyu; Desen Huang; Sen Li 001; Wing W. Y. Ng; Qianli Ma 001 (Neurocomputing, 2023)