Born in Suzhou, Jiangsu Province, Li graduated from department of chemical engineering of Tianjin University, majoring in electro-chemistry.
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Since 1986, he had served as vice director of economics commission of Wuxi, Jiangsu Province, director of light manufacturing bureau, director of planning commission of the city, and vice director of economics planning commission of Jiangsu.