That works, using a wet sponge and wet sandpaper will produce less dust than dry sanding but you need to be careful around any compound on joints. Renting a pro drywall sander would also make quick work, but you need HEPA filters on your mask since the dust is not good for your lungs.

Of all the mistakes to make drywall compound has to be one of the easiest to remove!