The existence of sign-changing solution is studied for an elliptic equation involving critical Sobolev exponent and critical Hardy-Sobolev exponent. By using a compactness result, the existence of infinitely many sign-changing solutions are proved by a combination of invariant sets method and Ljusternik-Schnirelman type minimax method.