Collegiate Housing and Infrastructure Act of 2003 - Amends the Internal Revenue Code to permit organizations organized and operated exclusively for charitable or educational purposes and which make collegiate housing and infrastructure improvement grants to continue to be treated as tax-exempt organizations so long as all of the active members of the recipient organization are full-time students at the college or university with which the recipient organization is associated.