Rhododendrons can surprise us by putting new buds on near the point of "pruning" some of the time, especially if the plants have been healthy and vigorous. If that does not occur, for health reasons, prune the stubs a the next appropriate crotch or to the next larger branch.
If there is any regrowth, plan on protecting the young tender branches in the coming winter if possible.