While attending Dongsung High School in Gwangju, South Korea, Yang was considered one of the nation's best high school left-handed pitchers along with Kim Kwang-Hyun.
In September 2006, Yang was selected for the South Korea junior national team alongside lefty rival Kim Kwang-Hyun that won the gold medal at the 2006 World Junior Baseball Championship in Cuba.