Xiaoyuan: correctly found points. However at point $(2,-2)$ you discovered two purely imaginary eigenvalues, and decided that this is a center. For linearized system it is a center, but we cannot make such conclusion for non-linear system, only "a center or a spiral point (with slow moving in/away)" and the pictures attached show that it is indeed such point