Mojis are virtual avatars that you can pick to be the personification of your presence when inside an Artist's room. Think of them as being a way to insert yourself into the Artist's room and make your presence felt while at that Artist's party.
You can pick your current Moji out of your unlocked Mojis by visiting and editing your user profile. See also: Help Article: "How do I unlock new Mojis?".