Here is the solution.
Guest Additions in Oracle Virtual Box 4.3.6 version somehow conflicts with Ubuntu 14.04 LTS.
Warning: unknown version of the X Window System installed. Not installing X Window System drivers.
Do not dig in for help on the internet. Just use Oracle Virtual Box 4.3.28.It worked for me.