I change fonts when I change books. I use Gill Sans and Georgia the most, and occasionally Amasis and Delima. I never use (and dislike) Avenir and Times New Roman.
In terms of possible new fonts, I like Perrywood and Sabon and Gentium, but I'm still searching for the perfect book font, if there is such a thing. A couple of new sans serif options would be great too.