It seems that XeLaTeX cannot handle movies. I imported movies into PDF produced with pdflatex compiler using the multimedia package that comes with beamer. My search over various boards revealed that currently there is no package that could import movies under XeLaTeX. Is that correct? And what about LuaLaTeX?
UPDATE: This question became obsolete with the advent of media9
package.