Trident: Change Point Detection for Multivariate Time Series via Dual-Level Attention Learning. - Ziyi Duan; Haizhou Du; Yang Zheng (ACIIDS, 2021)

CPMAN: Change Point Detection Approach in Time Series Based on the Prediction of Multi-stage Attention Networks. - Haizhou Du; Ziyi Duan; Yang Zheng (Int. J. Artif. Intell. Tools, 2021)

Finder: A novel approach of change point detection for multivariate time series. - Haizhou Du; Ziyi Duan (Appl. Intell., 2022)

Effector general representation of movement goals in human frontal and parietal cortex. - Ziyi Duan; Marissa H. Evans; Bonnie Lawrence; Clayton E. Curtis (NeuroImage, 2025)