I had a '70 Buick Skylark conv. with the 350 in it. It also did that running on thing , I traced it to the throttle not closing off properly when the eng. was shut down.
On that engine there was a device (vaccuum or electric, I dont remember) that pulled the throttle properly closed when the eng was shutoff , it was faulty.
Temporary fix was to adjust the idle setting .