No I don't think so. you need liquid to make it bubble and filter the smoke. I mean you will get smoke, but its gonna be a lil warm compared to with water. Its just not gonna hubbly bubbly :P
And your gonna get some stuff through your smoke that the water usually filters
I remember dmcwebd saying that crushed ice makes it colder or something but I haven't tried it yet.