Select dynamically appended element

I have a list to which I am creating list items for on the fly in my JQuery script. The problem is, after attaching these elements to the list on the fly I cannot select them. The setup is below, line three never ever works

var li = "<li>List Item 1</li>";

$("#mylist").append(li);