Convergence Improvement by Parameters Exchange in Asynchronous Decentralized Federated Learning for Non-IID Data. - Asato Yamazaki; Takayuki Nishio; Yuko Hara-Azumi (SEAA, 2023)

Tram-FL: Routing-based Model Training for Decentralized Federated Learning. - Kota Maejima; Takayuki Nishio; Asato Yamazaki; Yuko Hara-Azumi (CCNC, 2024)