Users have 'submitted an event' via the 'submit an Event' menu, unfortunately they can't edit the event they have submitted. Is there a setting for this?
Please go to Events Booking -> Configuration, click on Options button in the toolbar. Then select the user group that user belongs to, set Edit Own permission to Allowed