How would I change the icon of Qt project targeted for android so that the launcher of application has this icon?
Open Run settings of your project and select Create AndroidManifest.xml, then you'll be able to modify the manifest which should include stuff like the icon.
Refer to this:http://qt-project.org/doc/qtcreator-3.2/creator-deploying-android.html