Our favorite fastest-growing trees include the weeping willow, silver maple, and honey locust. Either tree adds a romantic touch to your landscape. However, some trees you choose may require more care and attention than other varieties. Fast-growing trees can also be more prone to disease and breakage. They may also require more pruning and maintenance than slower-growing varieties. As a result, it is vital to weigh all of the pros and cons before making a decision.