I found a work-around:
(1) Resize the window to show only the portion of the diagram you wish to go on a page.
(2) In PDF Export, Clipping tab, choose the Visible Region for the export.
(3) Repeat (1) and (2) to get all the individual pages.
(4) Combine these pages into one PDF document.