Nowadays there are practically no chemicals available except neem oil. Apply it every five to seven days. Hand picking the adults and squishing the eggs and larvae as you see them is by far the most effective. There are no natural predators. Enjoy your lilies.
(Paul Pietsch Lanark County Master Gardeners)