Wanqing Zhuang

Echo Memory-Augmented Network for time series classification

Qianli Ma, Jia Wei, Jiabing Wang, 2020, Neural Networks.

Adversarial Dynamic Shapelet Networks

Garrison W. Cottrell, Sen Li, Qianli Ma, 2020, AAAI.

Decouple Adversarial Capacities with Dual-Reservoir Network

Lifeng Shen, Qianli Ma, Jieyu Chen, 2017, ICONIP.

Long-Short Term Echo State Network for Time Series Prediction

Yong Xiao, Qianli Ma, Bin Qian, 2020, IEEE Access.

Dynamic Multi-Scale Convolutional Neural Network for Time Series Classification

Yong Xiao, Mi Zhou, Qianli Ma, 2020, IEEE Access.

Triple-Shapelet Networks for Time Series Classification

Qianli Ma, Wanqing Zhuang, Garrison Cottrell, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Self-Supervised Time Series Clustering With Model-Based Dynamics

Delu Zeng, Jiabing Wang, Sen Li, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Time series classification with Echo Memory Networks

Lifeng Shen, Qianli Ma, Garrison W Cottrell, 2019, Neural Networks.

Joint-Label Learning by Dual Augmentation for Time Series Classification

Garrison W. Cottrell, Qianli Ma, Zhenjing Zheng, 2021, AAAI.