Not if it's yours and you are the one that is meant to maintain it, and the neighbour hasn't asked/been granted permission to do so.
InvG
as long as they give you the cuttings back they can....same as if a tree overhangs into your property from your neighbours...if you throw the trimmings back over to them you can do so