Southeast Oregon is a beautiful region with some great sightseeing opportunities. I love spending time in the city of Burns, they have some great parks and restaurants.
Also, the Alvord Desert and the Steens Mountains are in the region as well. These a great stops with exciting backroads.
I can recommend a few Scenic Byways in Southeast Oregon: