Did you try boiling it first and soaking it for several hours in hot water. That sometimes helps.
Not all types of wood will sink; rather, some are more prone to sink better than others. In the case you have a piece that will not sink you may have to resort to weighing down with a rock or you can drive a stainless steel screw through an appropriately sized piece of slate and into the bottom of the DW.