Jane Eyre comes to mind right away. I stayed up very late reading it and finished it in basically two days.
Lolita is another. Life of Pi was like that even though I didn't care for the ending.
MichelleBFT, I've been curious about that book for a while. I mostly read classics, but have been reading some current stuff and that one looks interesting.