Huang, X.; Sun, Z.; Shi, J.; Yang, X.; Yan, Z. FedRNC: Addressing Spatio-Temporal Label Misalignment in Federated Noisy Class-Incremental Learning. AAAI 2026, 40, 22048-22056.