Given what shane has said, I think you will have to remove them. Probably best to kill them off first. Check with a knowlegable horticulturalist for the best means. Willow can grow from off-shoots so you need to kill the entire plant. But you need to exercise extreme care with appropriate weedkiller, so make sure you get good professional advice.