As long as it has not yet been approved or is not awaiting approval, it is possible to modify an existing expense report.
To modify an expense report:
Navigate to the [My workspace] tab.
Select "My expenses reports" from the contextual navigation menu click "In Progress". Select the expense report you want to modify and edit it.