One of the nice things about growing weeping willow trees is how easily and fast they grow. You can plant a 2-foot seedling and within a couple of years, it will be over 15 feet high. One of the best ways to propagate a willow is by taking cuttings of an existing tree and rooting it. Within a few months, you will have a new willow tree.