The outstanding invoices you see with nothing due are still being recorded as overdue because there was no form of payment taken on them. In order to remove these:
1.) Go to the invoice
2.) Click Payment/Expenses
3.) Add $0 payment (Manually)
Once the invoice(s) has been marked as paid, it will be removed from past due status.