I think after you got your Green Card, it doesn't matter whether you got it from asylum or not. Just what I think. I am not even a percent sure about this. I don't think you have to wait for graduation to call your parents. You can call them anytime. This again is my own thought. I might be wrong.
Did you graduate from undergraduate university? Can you apply for asylum when you came to US on student visa?