Christmas University Challenge is the title of the show, it's a variant of University Challenge designed to be shown over Christmas (but obviously filmed earlier in the year) where instead of current students of the named Universities (who will in most cases be undergraduates and thus relatively young adults) it's past students asking similar questions. They're not so much necessarily "celebrities" as they are "notable" in a Wikipedia sense.