You can add both your own and now shared reports to your Dashboards and all reports either created by you, or shared with you will appear in the Gallery when viewing "Reports" to add.
Reports are still listed in alphabetical order however shared reports will be identifiable by the share icon next to the report name:
Keywords: Dashboards; Share Reports; Reports