Location. The Quality Inn Huntingburg is located in Huntingburg, Ind. Two miles from Huntington Lake Less than six miles from Vincennes University Hotel Features. Restaurant and bar Outdoor pool Picnic area Guestrooms. High speed Internet access Microwave ovens and refrigerators Cable television and complimentary newspapers