Can I refuse a stipend during a PhD program?

I was admitted to a US PhD program (in computer science, if that matters) with fellowship + stipend.

I am getting a separate stipend from my government (which is higher than the university stipend), but they forbid me from getting an additional stipend from the university.

Is it OK to ask the university to just pay for my tuition (with the fellowship), and refuse the stipend?