Born in Shanghai, to a family of intellectuals (his father was the translator Fu Lei), Fou first studied piano with Mario Paci, the Italian founder of the Shanghai Symphony Orchestra.
Lahir di Shanghai, dari keluarga intelektual (ayahnya adalah penerjemah Fu Lei), Fou pertama belajar piano dengan Mario Paci, warga negara Italia pendiri Shanghai Symphony Orchestra.