Zheng Minzhi started playing table tennis when she was 12. She was selected for a sports school at 14, she and later attended a national sports institute. In 1965, she and her doubles partner Lin Huiqing won the gold medal at the 1965 World Table Tennis Championships in the women's doubles in Yugoslavia. She was also part of the Chinese women's team that won the Corbillon Cup (team event) gold medal.