The things you want to say no to, dress up, be there.
Dont force yourself to small talks or to mingle.
Just be there, find a familiar face, say hi.
That's it.
When you say no, people won't think that you're shy, they'll think you're not interested.
So when schedule permits it, be there.
At the parties, the student clubs, the hangouts.