Dynamic Multi-Scale Convolutional Neural Network for Time Series Classification. - Bin Qian 003; Yong Xiao; Zhenjing Zheng; Mi Zhou; Wanqing Zhuang; Sen Li 001; Qianli Ma 001 (IEEE Access, 2020)

Joint-Label Learning by Dual Augmentation for Time Series Classification. - Qianli Ma 001; Zhenjing Zheng; Jiawei Zheng; Sen Li 001; Wanqing Zhuang; Garrison W. Cottrell (AAAI, 2021)

Multi-view Denoising Graph Auto-Encoders on Heterogeneous Information Networks for Cold-start Recommendation. - Jiawei Zheng; Qianli Ma 001; Hao Gu; Zhenjing Zheng (KDD, 2021)

Echo Memory-Augmented Network for time series classification. - Qianli Ma 001; Zhenjing Zheng; Wanqing Zhuang; Enhuan Chen; Jia Wei; Jiabing Wang (Neural Networks, 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)

Learning consensus representations in multi-latent spaces for multi-view clustering. - Qianli Ma 001; Jiawei Zheng; Sen Li 001; Zhenjing Zheng; Sen Li 002; Garrison W. Cottrell (Neurocomputing, 2024)

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)

Pre-trained Behavioral Model for Malicious User Prediction on Social Platform. - Meng Jiang; Wenjie Wang 007; Shaofeng Hu; Kaishen Ou; Zhenjing Zheng; Fuli Feng (AAAI, 2025)