The problems such as multirow.sty’ not found can be fixed via the following command (Ubuntu system):
sudo apt-get install texlive-latex-extra
I seems that some packages are missing in the default setting of kile. It will take you a lot time to download the extra packages via the above command.
Thank you for posting the solution in the simplest way!