I tested it in my System.
Setting Format to 'Short/Custom' works fine for showing only Date in the Control.
And if u want to use the current date or selected date from it, then you can use the 'Text' property of control like this:
label1.Text = dateTimePicker1.Text;
It's working fine with me.