The heat-shrinkable sleeve for corrosion protection of steel-plastic and steel-plastic joints is produced through a double-layer co-extrusion process of semi-rigid polyolefin and hot-melt adhesive. The outer layer is made of polyolefin, which exhibits excellent wear resistance; the inner layer is made of hot-melt adhesive, which has excellent bonding strength to various coatings and metals.