Publications
Journal Publications
*= Equal contribution
[IEEE Sens J ‘25] Zezhong Li, Wei Guo, Jianpeng An, Qi Wang, Yingchun Mei, Rongshun Juan, Tianshu Wang, Yang Li, and Zhongke Gao, “AD2T: Multivariate Time Series Anomaly Detection with Association Discrepancy Dual-Decoder Transformer,” IEEE Sensors Journal (IEEE Sens J), 2025. [Collaborated with Huadian Heavy industries Co. Ltd], (link)
[KBS ‘24] Zezhong Li, and Ling Wang, “Adaptive Joint Segmentation for Multivariate Spatio-Temporal Data,” Knowledge-Based Systems (KBS), Under Review.
[TNNLS ‘24] Ling Wang*, Zezhong Li*, and Gang Wang, “Multivariate Spatio-Temporal Data Clustering With Shapelet Learning and Spatial Toeplitz Inverse Covariance Structure,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Revise.
[Chaos ‘24] Wei Guo, Zezhong Li, Xin-Lin Sun, Yatao Zhou, Rongshun Juan, Zhong-Ke Gao, and Juergen Kurths, “Mesoscale eddy in-situ observation and characterization via underwater glider and complex network theory,” Chaos, 2024. (link)
[KZYJC ‘24] Ling Wang, and Zezhong Li, “Adaptive greedy Gaussian segmentation algorithm based on multivariate time series”, Kongzhi yu Juece/Control and Decision (KZYJC), 2024. (link)
[CJE ‘23] Ling Wang, and Zezhong Li, “Adaptive Segmentation of Multivariate Time Series with FastICA and G-G Clustering”, Tien Tzu Hsueh Pao/Acta Electronica Sinica (CJE), 2023. (link)
[JMSE ‘24] Yv Jing, Chao Ma, Jianpeng An, Zezhong Li, Xinlin Sun, and Wei Guo, “Nonstationary Control Parameter Prediction for Underwater Gliders Utilizing an Innovative Transformer-Based Model”, Journal of Marine Science and Engineering (JMSE), 2024. (link)
Patents
高忠科, 李泽中, 郭威, 马伟, 基于数据序列的水下滑翔机异常检测方法: CN202411159713.2. 2024-12-13. (公开)
高忠科, 郭威, 李泽中, 马伟, 对中尺度涡垂直结构的处理方法、装置和电子设备: CN202411282488.1. 2025-01-03. (公开)
王玲, 李泽中, 一种面向风力发电的多元时空数据概率预测方法及系统: CN202311350618.6. 2024-04-05. (公开)