If they still have leaves on them, leave them on the tree for further root development. Photosynthesis from the leaves drives root production. When there is danger of damaging cold weather, remove them, pot them up and bring them indoors, or greenhouse, for the winter, to continue rooting. Letting them continue to develop roots, and even leaves over the winter makes them stronger and healthier for spring.