The Graduate Studies (typically just Grad Studies) is in charge of the education of all academic graduate students. They're somewhat akin to the Colleges for undergrads. What they do oversee is:

The department is led by Prasant Mohapatra, Vice Provost of Graduate Education and Dean of Graduate Studies.

Grad Studies Website