The combination isn't officially support by Canon, but a cut & paste from http://en.wikipedia.org/wiki/Canon_Extender_EF:
Though not specified by Canon as such, users have reported that the tilt-shift lenses in Canon's line-up can also be used with the extenders. However, when used with an...