No, 2,4-D will not kill Japanese stiltgrass. Japanese stiltgrass is a grass, while 2,4-D is a selective herbicide specifically formulated to control broadleaf weeds. Because stiltgrass is a member of the grass family, 2,4-D will be ineffective against it.