In the methods section, they do say that "first author self-citations were excluded." One of the figures in the Nature article also pulls out self-citations.
Plus in practice as others have alluded to it's usually Prof. Alice's lab, where grad students Bob, Cindy, Dave and Evelyn each pursue their own corner of the research, and they're all on each paper with the first author designated appropriately.