Prune unproductive branches, thinning out diseased, weak or dead wood. Cut off spent flowers. Remove stems that are crossing or rubbing against each other within the canopy to improve air flow.
Leave the strongest and straightest branches in place. Cut off any straggly, unproductive wood at the point where it meets healthier branches.
Cut off suckers and sprouts growing at the base of the shrub. These steal nutrients from the rest of the plant. The shrub needs all the water and nutrients it can get to make it through the overwintering process. Snip them off where they grow from stronger branches.
Avoid removing large branches. This can be hazardous because the shrub doesn't have time to recover before winter sets in. Heavy pruning should be reserved for the late winter or early spring.
Remove unnecessary growth in the spring, once the shrub is out of the overwintering phase. Trim branches that may have broken or become damaged over the winter.