Add a colon to the "Characters considered part of word for selection" text box, under Preferences>General.
urxvt allows full perl regex for matching text[1].
[1]: http://cvs.schmorp.de/rxvt-unicode/src/perl/selection?view=m...
([0-9A-Fa-f]*:){2}[0-9A-Fa-f:.]*