Yes, if you placed an order with many items, you can cancel delivery for each of them. But if it is part of a combo or clubbed with another item, the entire set/combo will be cancelled. Go to My Orders  and tap on order you wish to cancel. Click on CANCEL button.
Cancellation is not allowed if the order has been shipped.