  The complex Langevin method in conjunction with the gauge cooling is applied
to the two-dimensional lattice $SU(2)$ Yang-Mills theory that is analytically
solvable. We obtain strong numerical evidence that at large Langevin time the
expectation value of the plaquette variable converges, but to a wrong value
when the complex phase of the gauge coupling is large.
