How long will you be in the country before you have to leave for the graduation? Maybe you can initially come in on a tourist visa? Then no problem leaving. Just an idea.

Also found this at www.moi.gov.qa/english
7. Multiple-entry Business Visa
The Ministry of Interior issues approval. The sponsor handles fees and collection of visa, usually given within 24 hours.

Maybe this applies to your situation?