Horton played in four games and had one reception for six yards his first year at Miami in 2022 and was redshirted. In 2023, he played in all 13 games with two starts and had 13 receptions for 168 yards and a touchdown. Horton returned to Miami in 2024 and earned more playing time than his first two seasons.