You don't need to bring anything. He invited you because he was happy, not for your present. Don't try to read other people's psychology with your own psychology. Remember that a friend can call you while drinking, which means that he has you in his heart. When he drinks, he should say something about care and common sense of college life. You've been there before, and you're more experienced than him, so it's important to have some experience.