Publication C Beyond Exemplar Selection: Value-Aware Memory Allocation in Replay-Based Continual Learning Y. Li, G. Zhou, Z. Huang, Y. Qiu, and Q. Zhao Fortieth Conference on Neural Information Processing Systems (NeurIPS), 2026