It's either or......
Aussies because of AUStralia like you pointed out.
-but-
It's also called the land of OZ by others, so Ozzies
They both sound the same, and both mean the same thing.
PS> I cheer for (in order) Scotland, England, and the All-Blacks, so guess who I'm rooting for.