In 2016, Rose played for the United States at the Albert Schweitzer Tournament, an under-18 competition in Mannheim, Germany. He averaged a team-high 13.8 points per game as the United States finished in ninth place. Rose was a training camp finalist to play at the 2017 FIBA Under-19 World Cup in Cairo but was not named to the final roster.