Efficient Federated Learning with Cost-Adjustable Generative AI over Heterogeneous Edge Devices. - Hanwen Zhang 006; Peichun Li; Jiawen Kang 001; Liping Qian 001; Yuan Wu 001; Dusit Niyato (NPC (2), 2024)

Filling the Missing: Exploring Generative AI for Enhanced Federated Learning Over Heterogeneous Mobile Edge Devices. - Peichun Li; Hanwen Zhang 006; Yuan Wu 001; Li Ping Qian 001; Rong Yu 001; Dusit Niyato; Xuemin Shen (IEEE Trans. Mob. Comput., 2024)

Efficient Federated Learning With Quality-Aware Generated Models: An Incentive Mechanism. - Hanwen Zhang 006; Peichun Li; Minghui Dai; Yuan Wu 001; Li Ping Qian 001 (IEEE Internet Things J., 2025)