Different definitions of "published". Uploading a preprint to arxiv or whatever definitely counts as publishing it in the nontechnical sense of the word – to an audience comprising several billion eyeballs, no less!
Still, the question remains who published it. Some of the authors (perhaps the supervising ones) may have wished not to submit it to journals, and a zealous undergrad may have uploaded it to arxiv without removing the other authors.