Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2026/07/01 Vol. E109-DNo. 7 ;
pp. 1173-1177 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: federated learning, cross-silo, non-IID, personalization, adaptive aggregation,
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2026/03/01 Vol. E109-ANo. 3 ;
pp. 317-326 Type of Manuscript: Special Section PAPER (Special Section on Cryptography and Information Security) Category: Keyword: federated learning, blockchain, incentive mechanism, free rider problem,
Deep Unfolding-Based Weighted Averaging for Federated Learning under Device and Statistical Heterogeneous Environments Ayano NAKAI-KASAITadashi WADAYAMA
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2025/04/01 Vol. E108-BNo. 4 ;
pp. 411-420 Type of Manuscript: PAPER Category: Fundamental Theories for Communications Keyword: federated learning, deep unfolding, model-based deep learning,
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2025/03/01 Vol. E108-ANo. 3 ;
pp. 267-279 Type of Manuscript: Special Section PAPER (Special Section on Cryptography and Information Security) Category: Keyword: federated learning, knowledge distillation, membership inference attack,
Towards Superior Pruning Performance in Federated Learning with Discriminative Data Yinan YANG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2025/01/01 Vol. E108-DNo. 1 ;
pp. 23-36 Type of Manuscript: Special Section PAPER (Special Section on Forefront Computing) Category: Keyword: federated learning, network pruning, network compression, edge-device, deep learning,
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2024/06/01 Vol. E107-DNo. 6 ;
pp. 781-791 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: federated learning, neural networks, neural ODE,
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2023/11/01 Vol. E106-BNo. 11 ;
pp. 1084-1092 Type of Manuscript: Special Section PAPER (Joint Special Section on Opto-electronics and Communications for Future Optical Network) Category: Keyword: optical networks, monitoring, machine learning, federated learning,
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2022/11/01 Vol. E105-ANo. 11 ;
pp. 1493-1502 Type of Manuscript: PAPER Category: Mobile Information Network and Personal Communications Keyword: indoor localization, received signal strength, fingerprint, federated learning,