When Desktop icons go missing use the directions listed below.
1. Right click on the desktop
2. Hover over "View" to view a small list of desktop icon settings
3. Click on the option "Show Desktop Icons". All icons missing should return
If the icons you are looking for are not there. Create a ticket and we can troubleshoot the issue.
Try this - right click desktop and then view -> show desktop icons.