The answer is no.
Indeed, suppose that $n=1$ and $f(x)=(x+1)^2$. Then $f$ is strongly convex and $$X(t)=\cos(t\sqrt2)-1.$$
So, $X(t)$ does not converge as $t\to\infty$.
Iosif Pinelis
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