Try stretching the small window to full size. (Do not use Maximize)
Ensure that window is the last one closed and IE should remember the
size next time.
Open such a link.
Don't use the maximize button.
Stretch the edges/corners so that the window fills the screen.
Close all other IE windows.
Close the stretched window last.