First of all, as others have stated, the phrase is "supposed to," not "suppose to," but if you were saying it rather than writing it, it's doubtful there would be a discernible difference. Also, at least in the U.S., we graduate "from" a university, but I'm pretty sure that in the British television shows I watch, I hear them say "graduate university" all the time. (There are other examples of this, such as Brits going "to hospital" and Americans going "to the hospital.")
Now, as to the major concern of all the other responders here (and probably the person who corrected you), in the strictest sense they are correct: If you say "I'm supposed to," it implies that there could be reason to doubt that you actually will. However, this phrase is in extremely common usage now, and I personally would not bother correcting you on it, especially in conversation.
Here are some examples of its (mis)use that I hear ALL the time from native speakers:
"Would you like to go to the movies tonight?"
"Oh, rats! I'm supposed to go to a lecture at the university tonight."
"Dinner was great! Should we order dessert?"
"I'd like to, but I'm supposed to be watching my weight."
"When do you finish college?"
"I'm supposed to graduate in May."
In my experience, native speakers, even the well-educated and grammar-aware ones, would just as likely say, "I'm supposed to graduate in May" as "I graduate in May."