In recent years, due to the progress of cell-targeted therapy and the presence of a large number of new drugs, the treatment efficacy and survival of many lymphoma patients have improved. As a traditional treatment method, autologous stem cell transplantation (ASCT) still plays an important role in lymphoma treatment. ASCT can be a curable method in some clinical situations. Many clinical studies in recent years have further confirmed the role of ASCT in high-risk aggressive lymphoma and Hodgkin lymphoma. The efficacy of ASCT can be improved by combining antibodies such as brentuximab vedotin, programmed death 1, programmed death ligand 1 or chimeric antigen receptor T cell therapy, and the recurrence risk of ASCT may be decreased.