Dual-Circulation Generative AI for Optimizing Resource Allocation in Multi-Granularity Heterogeneous Federated Learning.

Wenji He Haipeng Yao Xiaoxu Ren Tianhao Ouyang Zehui Xiong Yuan He 0004 Yunhao Liu 0001 Dual-Circulation Generative AI for Optimizing Resource Allocation in Multi-Granularity Heterogeneous Federated Learning. 817-831 2025 April 11 IEEE Trans. Cogn. Commun. Netw. 2 https://doi.org/10.1109/TCCN.2025.3542862 db/journals/tccn/tccn11.html#HeYROXHL25 streams/journals/tccn