I do it all the time with no trouble, so I know it can be done. However, I think I have seen Jared say before that multiple instances of SGP are not officially supported. For some reason, I always get the Windows UAC prompt when I launch the second instance. So, it could be that your security settings are preventing the launch.
Tim