You’ll need to add support for the author when you create your custom post type.
Make sure that you add to your supports array so it’s similar to this:
"supports" => array( "title", "editor", "author" ),
This will allow your GraphiQL to have that data!
You MAY need to go back to each post and re-save them though as they don’t have any author data until you do!