Rear speakers have to be well behind you. If putting them in the rear corners puts them very substantially behind you, that might work. Otherwise, suspend them from the ceiling or put them up on stands on the floor.
Surrounds should be even with you or a bit behind, and ideally firing over the heads of the audience.