When they explode they give XP even if you did not defeat them prior to explosion, as long as you did a significant amount of damage (10%?). So you can tag them then run away until they blow up, and collect weapon XP.
Other bombers like Anarchists at Skull Fort do NOT, whether they are Elite or not.