you can activate remote GUI from the shell login so that if you try to access any GUI software it get opened up in the terminal where you are connected in.
Here is the command to open evolution.
export DISPLAY=:0.0 && evolution
similarly you can open any GUI software.
Remote GUI Activation in Ubuntoo
