PURPOSE: This randomized phase III trial is studying high-dose chemotherapy or intermediate-dose chemotherapy followed by autologous stem cell transplantation to see how well it works compared to high-dose chemotherapy or intermediate-dose chemotherapy followed by autologous stem cell transplantation and isotretinoin in treating young patients with recurrent high-grade glioma.