Get better friends.
But really, different cultures are so interesting. It's great to learn new things.
It wouldn't be hard to find others with the same interest in Korean culture, maybe not in your community but definitely on the internet.
Also tell your friends that it hurts you when they make fun of you. They may not think this is a serious interest. If they continue to make fun of you then they really aren't your friends.