How are you trying to turn the star adjuster? Using two screwdrivers? One to pull the lever bar away from the star wheel and the other to rotate the star wheel (pry the wheel upward to close up the adjuster)? Stupid question, but I got to ask - you made sure the parking brake was off?
Depending on how tight the drum is to the shoes - and if you were set of replacing the shoes anyways and how fresh set of brake hardware - just press the drum off (two little threaded holes in the face of the drum, they are metric, don't have the size off the top of my head - but it is the same as the spare tire hold-down nut.) It will likely pull everything off the drum, so do this as a last result. Best case - pressing the drum off will just gouge the shoes, worst case - you pull all the hardware off (spring hold down and cups, star adjuster, etc. and possibly rip the boots on the wheel cylinder).
For an 2007 Corolla, pretty hard to believe that the rear shoes are gone unless you were using the parking brake to slow the car down or accidentaly had the parking brake up and glazed the shoes. Normally, those shoes are good for 100K+ miles. I was on my third set of front brake pads before I looked at the rear drums. I changed them at around 100K miles, but they still had quite a bit of life left in them. At first, I thought the shoes were touching, but it ended being the drum frozen to the hub. Some PB Blaster and a couple of good whacks with a mini-sledge loosened it up for me.