They are actually open only for dinner. At least they were in December, when we were there. They still don't have enough staff to serve both lunch and dinner, per our server. Also, the menu is somewhat reduced as well, for the same reason.
There's no walking up. If there are no lunchtimes posted on the WDW website for ADRs, there is no lunch. Period.