jQuery Remove LI from UL with a hyperlink in the LI

Assuming you’re using a recent version of jQuery:

$('#sortable').on('click', '.itemDelete', function() {
    $(this).closest('li').remove();
});

closest is a little more dynamic than parent (although parent works here as well.) It gets the li that is closest to the current element, upwards in the structure.