When she was 18, Guo went to law school at Beijing University. She graduated in 1983. After she graduated, she worked at the Ministry of Justice, The All China Federation of Women, and The All China Association of Lawyers. In 1989, Guo helped to write the law on the Protection of Women's Rights and Interests. Guo traveled to more than 20 areas of China to learn about the lives of Chinese women.