Chi's younger brother,
Ji Chaozhu, was a famous diplomat who served as Ambassador of China to the United Kingdom and the Undersecretary General of the United Nations, as well as English interpreter for Chinese leaders Mao Zedong, Zhou Enlai and Deng Xiaoping. Chi's older brother, Ji Chaoding, was an influential economist.