This question is a close cousin of the following:
Lower bound on exponential sums
Let $\phi:[0,1]\to \mathbb R$ be a smooth function with $\frac 1 {10}<\phi'< 10, \frac 1 {10}<\phi''< 10$. Consider the exponential sum $$ f(x,y)=\sum_{n=1}^N \exp(2\pi i (x N^{-1}n+y\phi(N^{-1}n))). $$ Is it true that $$ \left\|f\right\|_{L^6([0,1]^2)}\gtrsim N^{\frac 1 2}\log N? $$ It is known that when $\phi(n)=n^2$, this can be proved by an elementary number-theoretic method. But is it true for a general $\phi$?