Zeng, M.; Tu, W.; Chen, Y.; Wang, Y.; Yu, M.; Tang, X.; Cheng, J. FedPKDA: Personalized Federated Learning With Privacy-Preserving Knowledge Dynamic Alignment. AAAI 2026, 40, 28113-28121.