I'd gotten several emails about this, seen it on a few blogs, and tried to find an actual announcement/report. Sure enough, it's in WWD. Muji will open two locations in New York City in the latter half of 2007.
No word on how much, if any, kids and baby's stuff they'll have, of course; the European stores have far less than the Japanese locations. But still.