Wake Forest is actuall smaller, by almost 20%. And if we include major basketball conferences so is Xavier, which is even smaller than Wake.
Wikipedia enrollment figures have Rice smaller than both, with Tulsa as the smallest, due to recent enrollment increases at Rice.