1. Write a letter, inviting your parents to Canada for your graduation convocation. Mention specific details, the duration, where they'll stay, etc. Ensure they will fund their entire trip.
2. Attach proof of convocation. If there are details on your college/university website, show proof of that.
3. Apply for visitor visa.