Baileys: An Efficient Distributed Machine Learning Framework by Dynamic Grouping. - Chengdong Ni; Haizhou Du (ICMLC, 2023)

A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data. - Haizhou Du; Chengdong Ni (CoRR, 2023)

A unified momentum-based paradigm of decentralized SGD for non-convex models and heterogeneous data. - Haizhou Du; Chaoqian Cheng; Chengdong Ni (Artif. Intell., 2024)

FedSwarm: An Adaptive Federated Learning Framework for Scalable AIoT. - Haizhou Du; Chengdong Ni; Chaoqian Cheng; Qiao Xiang; Xi Chen 009; Xue Liu 001 (IEEE Internet Things J., 2024)