Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting. - Junjie Ye 003; Jinhong Li; Chunna Zhao; Chengli Zhou; Xiaojun Zhou 004; Yaqun Huang (Neural Networks, 2025)

Improved fractional-order gradient descent method based on multilayer perceptron. - Xiaojun Zhou 004; Chunna Zhao; Yaqun Huang; Chengli Zhou; Junjie Ye 003 (Neural Networks, 2025)

Fractional Position With Predictive Attention for Multivariate Time Series Forecasting. - Chengli Zhou; Yanhong Li; Junjie Ye 003; Yanli Zhou; Xiaojun Zhou 004; Yaqun Huang; Dapeng Tao; Chunna Zhao (IEEE Internet Things J., 2025)

CVACL-MA: Comprehensive variate analysis and collaborative learning with multi-adapter for multivariate time series forecasting. - Junjie Ye 003; Chengli Zhou; Xiaojun Zhou 004; Yaqun Huang; Chunna Zhao (Pattern Recognit., 2026)