There are both caterpillars and beetles that eat leaves of Eupatorium (and probably numerous other pests). Some of them crawl up and eat during the dark of night. You would have to create a barrier to stop them from finding or scaling the main stem. More than likely they are hiding in the mulch or leaf litter around the base of the plants.