Yes, you can. According to the Eligibility of Chinese Government Scholarship, applicants for the undergraduate programs should under the age of 25. However, you also need to check the exact requirement for certain program. It is usually clearly stated on its official website. If the university regulates that applicants should not under the age of 18, then you are not eligible to apply for the Chinese Government Scholarship for this program.