Here's why it's not a noun:
* Proper nouns are specific names of people, places, or things (e.g., John, London, Eiffel Tower).
* Common nouns are general names for people, places, or things (e.g., boy, city, building).
"Young" itself doesn't refer to a specific person, place, or thing. It's a word that modifies another noun to describe its age.