The version of jquery-autocomplete I am using, I just need to set this style.
.ui-autocomplete .ui-menu-item a.ui-state-focus {
background: #C4FFC4 !important;
border: 1px solid #32BE61 !important;
}
Because when you hover an item the jQuery adds the style "ui-state-focus" to the link.