As a collegian, Burleson teamed with All-American David Thompson, guard Monte Towe and forward Tim Stoddard (who would go on to have success as a Major League Baseball pitcher) to dethrone UCLA and win the 1974 NCAA Championship. Burleson was the MVP of the 1973 and 1974 ACC Tournaments and was All-Final Four in 1974. Burleson's defense of UCLA superstar Bill Walton was key to the Wolfpack's semifinal win. He was a member of the 1973 World University Games Gold Medal basketball team.
