We investigate Nash Equilibrium in quantum games by quantizing the Battle of Sexes Game, finding that there is no unique but infinite Nash Equilibrium in it. A method is also provided to check that whether a quantum game has unique Nash Equilibrium, which could be helpful for multi-player quantum games.