My iPhone was stolen a week ago i just noticed now and turned on find my iphone
If the thief resets the phone, they still cannot disable iCloud Activation lock.  They would need your password to do that.

The only way to disable that is to disable Find my iPhone before the reset by entering your iCloud password or at the startup process by doing the same.