Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training. - Yu-Hang Wu; Qin-Yuan Liu; Qiu-Yang Zhao; Bo Jiang; Jiang-Feng Yang; Qing-Wei Cong (CoRR, 2026)