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ResilPhase is a training-free acceleration framework for diffusion models that reformulates accelerated inference as stable macro-trajectory extrapolation in ODE space, using derivative-free barycentric Lagrange extrapolation and bounded phase mapping to achieve state-of-the-art fidelity under high acceleration ratios.