"为毕业生设立的" can be translated into English as "established for graduates" or "designed for graduates".
For example:
This scholarship is established for graduates. （这个奖学金是为毕业生设立的。）
The program is designed for graduates seeking career advancement. （这个项目是为寻求职业发展的毕业生设计的。）