If they're 0 bytes, they're probably not actual files anyway. (They're just registry listings. Think of it like throwing away a chapter out of a book but leaving the index intact. There's still a reference to what used to be there but the actual information no longer exists).
It won't do any harm to leave the (imaginary) files alone but you could try moving them into a folder and then deleting that folder.