This works (I feel so idiotic):
C:\Windows\System32\cmd.exe /C runas /savecred /user:OtherUser DebugTarget.Exe
The above command will ask for your password everytime, so for less frustration, you can use /savecred. You get asked only once. (but works only for Home Edition and Starter, I think)