I usually wipe all the grease off the seat post and clean most of it out of the seat tube as well. That often will correct the issue.
just be aware of all the stuck alloy posts in steel frames..
a seat post clamp band like Salsa Stainless steel can be tightened more
than one threaded into aluminum.. others, as above, use a steel nut.