Sync profile information of guests, who already have an AD Account in their organization

Is it possible, that guests keep their profile information from their home organization Azure Active Directory account (like profile picture, Company and contact information), when they are added as a guest?

Right now, guest profile information are almost empty and can only be edited by the administrator of the partner tenant to which they were invited.