+1 to The Underground Railroad. I'm on a big Colson Whitehead kick lately - recently finished "Sag Harbor," which I loved, though it's more of a relaxing funny, smart, summer read instead of a "can't put this down" book.
I know it's a controversial pick but I also found it hard to put down "The Goldfinch" by Donna Tartt.