Why do you want to go to parties? You can have just as much fun with a group of friends and not going to huge parties. But if you want to, just go. Nobody's going to stop you (most times).
I have a huge network of friends, but I never go to any parties. They're just not my thing. Trust me, you'll find your niche in school. Besides, being "popular" is overrated