It is an old problem, but here is my solution (hack if you prefer):
.ui-icon-circle-close {
-ms-transform: scale(2); /* IE 9 */
-webkit-transform: scale(2); /* Chrome, Safari, Opera */
transform: scale(2);
}
For an icon-only button it works great.