A Multi-granularity Network for Time Series Forecasting on Multivariate Time Series Data. - Zongqiang Wang; Yan Xian; Guoyin Wang 001; Hong Yu 007 (IJCRS, 2023)

A Novel Class Incremental Learning Method via Multi-granularity Balance Inspired by Human Granular Cognition Mechanism. - Yan Xian; Hong Yu 007; Ye Wang 006; Guoyin Wang 001 (BI (1), 2024)

Class Incremental Learning via Semantic Information Mapping and Background Information Calibrating. - Yan Xian; Hong Yu 007; Huaxiong Li; Guoyin Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Exploring multi-granularity balance strategy for class incremental learning via three-way granular computing. - Yan Xian; Hong Yu 007; Ye Wang 006; Guoyin Wang 001 (Brain Informatics, 2025)