Born in Penghu, Chen learned to love stones, which he now uses in his creations. He started out as a potter, but learned about stone carving after the September 21, 1999 earthquake in central Taiwan destroyed his pottery workshop in Nantou. Four-fifths of his works were damaged by the earthquake, but this did not faze Cheng, who turned his attention to a new endeavor, stone carving.