Unfortunately it is not currently configurable. Currently SharpDevelop looks for the IIS Express executable in program files.
You could try setting the project's properties so it uses IIS Express as a startup program. This can be configured if you select the Debug tab in the project properties.
Alternatively you could download the source code and edit the WebProjectService class to use the correct path.