Open up the control panel, then navigate as follows:
Appearance & Themes
Icons
Advanced Tab
Desktop/Filemanager
Change to the appropriate size.
Now in konqueror, open up filemanagement profile (Settings > Load View Profile) and change the icon size (using the + and - toolbar buttons until you reach the desired size.
Now save the profile: Settings > Save View Profile "File Management"