Yes, but you can't view them in the iBooks app.
Probably your best bet would be to download one of the PDF readers off the App Store (there's plenty of options), and then upload your PDFs into that app. You can view them from there without a problem.
Not as 'elegant' as using iBooks would be, but hey it works.