Is Chinese a noun

Yes, the Word 'Chinese' is both an adjective and a noun.

The noun 'Chinese' is a Word for a person of or from China; a Word for any of the languages of China; a Word for a person or a thing.

The adjective 'Chinese' is a Word used to describe a noun as of or from China.