SSI Extension for Elderly and Disabled Refugees Act - Amends the Personal Responsibility and Work Opportunity Reconciliation Act of 1996 to provide a two year extension of supplemental security income (SSI) in FY 2005 through 2007 for qualified aliens (including asylees and certain Cuban and Haitian entrants).