Decentralized Federated Learning for Industrial IoT With Deep Echo State Networks. - Wenqi Qiu 001; Wu Ai; Huazhou Chen; Quanxi Feng; Guoqiang Tang (IEEE Trans. Ind. Informatics, 2023)

FLM-TopK: Expediting Federated Large Language Model Tuning by Sparsifying Intervalized Gradients. - Wenqi Qiu 001; Yipeng Zhou; Jinzhi Wang; Quan Z. Sheng; Laizhong Cui (INFOCOM, 2025)