Zhou, D., Gao, Z. and Xu, K. (2026) “Perturbing to Preserve: Defending Fragile Knowledge in Online Continual Learning”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(34), pp. 28937–28945. doi: 10.1609/aaai.v40i34.40129.