I'm wondering if that is a fungus growing
on your willow
. Is it a similar texture to a mushroom? Kind of fleshy?
If it is more like twig growth, you will have a lot of suckers to deal with.
I really am not sure. Neither of those will really harm your tree if that is what they are. Just give you things to knock off of it.