Clicking on Shared Items allows you to see items that you've shared. You can look at these items either by the "Users" with whom you've shared the items, or by the "Items" that you've shared with others.
Clicking on Explore allows you to see items that have been shared with you. You can look at these items either by the "Users" who have shared the items, or by the "Items" that have been shared.