On March 8, 1988, nearly a year before he left office as the mayor of Minden, Byars ran for Louisiana's 4th congressional district seat in a special election to choose a successor to Buddy Roemer who was elected in October 1987 as governor of Louisiana.
However, Byars polled only 2,018 votes (2 percent).