ELM-Based Improved Layered Ensemble Architecture for Time Series Forecasting. - Shuming Fan; Xizhong Qin; Zhenhong Jia; Xinxue Qi; Mengmeng Lin (IEEE Access, 2019)

RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates. - Shuming Fan; Hongjian Shi; Chenpei Wang; Ruhui Ma; Xiaoming Wang (ACM Trans. Internet Techn., 2024)

pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems. - Hongjian Shi; Jianqing Zhang; Shuming Fan; Ruhui Ma; Haibing Guan (IEEE Trans. Cogn. Dev. Syst., 2024)