You can create a shortcut on your desktop to preview a specific report. To do so, preview the report, then drag from your browser's address bar to your desktop to create a shortcut. Double-clicking this shortcut automatically opens your browser and displays the login page. Once you've logged in, the report runs and displays in the Preview window.
For this to work, you have to turn on the Report preview opens in new window setting in the Options dialog.