Diverse accelerated first-order methods have recently received considerable attention for solving large-scale convex optimization problems. This short paper shows that an exiting accelerated proximal gradient method for solving quasi-static incremental elastoplastic problems with the von Mises yield criterion can be naturally extended to the Tresca yield criterion.