Zhang was born in 1968 in China. She studied chemistry and environmental engineering at Shanghai University. After earning her Masters degree, Zhang moved to the Chinese Academy of Sciences Changchun Institute of Applied Chemistry (CIAC) for her graduate research. Here she worked under the supervision of Erkang Wang.