China abounds with walnut,and a large amounts of by products are produced during walnut processing. The extraction of nutritional components from walnut processing by-products and deep processing were reviewed in order to provide theoretical basis and technical support for the further development of deep processing of series products and effective utilization of walnut processing by-products.