At UT, this is what a graduate adviser does:
The graduate adviser is a professor in the program (and a member of the Graduate Studies Committee).
Currently, the graduate adviser is Prof. Greg Plaxton.
Contrast the graduate adviser role with: Graduate Coordinator, Graduate Studies Committee chair, and department chair.