In the present paper, we study the existence of ground state sign-changing solutions for a class of Kirchhoff type problem \(\begin{aligned} \left\{ \begin{array}{ll} -\left( a+b\int _{\Omega }|\nabla u|^{2}dx\right) \Delta u=f(u), &{} \quad x\in \Omega ; \\ u=0,&{} \quad x\in \partial \Omega , \end{array} \right. \end{aligned}\) where \(a, b>0\) , \(f\in {\mathcal {C}}({\mathbb {R}},{\mathbb {R}})\) satisfies subcritical exponential growth or critical exponential growth in a bounded domain \(\Omega \in {\mathbb {R}}^{2}\) with a smooth boundary \(\partial \Omega \) . In combination with Trudinger-Moser inequality, we prove the existence of least energy sign-changing solution by variational method and obtain its concentration behaviors as \(b\searrow 0\) in both subcritical case and critical case.