On Lisp is a must, it is just a really brilliant book that delves into what Graham argues (and I accept) is the most distinct and powerful feature of Lisp, macros.
I can see evidence that Clojure contributors have read it too, just the other day there was an example of an anaphoric macro posted on the mailing list. Very cool.