I think you might need to check them out individually, but once you do, you can update or commit changes to all of them by doing "svn update *" from the parent directory.
The IDE does seem to remember the last open path, at least on my machine (Mac OS X 10.4). What OS are you on? What happens (i.e. which path does it go to)?