In manage friends screen, you will see your friends list. Find the friend you want to remove from your contact list and click on trash icon next to the picture of the person you want to remove.
You will be asked to confirm the exclusion. Confirm that you want to remove your friend.
After confirmation, the user will not be listed on your friends list anymore.