Deng, Y., Xiang, X. and Gui, J. (2026) “Random Amalgamation of Adapters for Flatter Loss Landscapes: Towards Class-Incremental Learning with Better Stability”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(25), pp. 20746–20754. doi: 10.1609/aaai.v40i25.39213.