As proper nouns the difference between chinese and asia
is that
chinese is any of several sinitic languages spoken in china, especially literary chinese, mandarin, cantonese, wu or min nan while
asia is asia.
As a noun chinese
is (uncountable) the people of china.
As an adjective chinese
is of china, its languages or people.