 Vanderbilt University lured Guepe from Virginia in 1953 and he coached the Commodores for ten seasons (1953–1962).Guepe's 1955 Vandy team, beat 8th-ranked Auburn in the Gator Bowl and finished 8–3.His Vandy teams won more Southeastern Conference games (19) than any Commodore coach before or since.