Don't know if you are Mac or Win user but on windows they are stored in the AppData/Roaming folder:
C:\Users\<User Name>\AppData\Roaming\Adobe\Lightroom\Develop Presets\Lightroom Presets
But I am not sure why you would want to delete them anyway, and they would probably be replaced with each update.