Is system $h(t) = u(t)-u(t-1)$ LTI or not?
If a system is described by an impulse response $h(t)$, then by definition it is an LTI system. Because impulse response of the form $h(t) = \mathcal{T} \{ \delta(t) \} $ only exists for LTI systems.