The Chronicles of Thomas Convenant - Stephen Donaldson
The Belgariad - David Eddings
The Black Magician - Trudi Canavan
Dune - Frank Herbert
The Hitchhiker's Guide to the Galaxy - Douglas Adams
I cheated a little bit because they're all a series of books, but I reckon that's a pretty genre defining bunch!