I'd be extremely surprised your problem could be totally solved by returning to mineral oil.
I'd try a heavier oil grade (ex: 20W50). If it does not work, time for new valve seals. A few hundreds $$ would do it.
If it still not solve the problem, then go to the valve guides. Much more $$ though.