When there are no arguments, we have these two options:
$obj = new MyClass;
$obj = new MyClass();
I always pick the former, just because.
Include them. It isn't much extra work and it won't confuse people that don't know that leaving them off the parenthesis is an option.
Include them; with PHP, you want to be as specific and unambiguous as you can.