The dilation maps $(0,0) \to (0,0)$ and $(4,-16) \to (1,-4)$.

Scale factor: $k = \frac{1}{4}$

Apply to $(12, -24)$: $\left(\frac{12}{4}, \frac{-24}{4}\right) = (3, -6)$