Temporarily enable them.

var myform = $('#myform');

 // Find disabled inputs, and remove the "disabled" attribute
var disabled = myform.find(':input:disabled').removeAttr('disabled');

 // serialize the form
var serialized = myform.serialize();

 // re-disabled the set of inputs that you previously enabled
disabled.attr('disabled','disabled');

Use readonly inputs instead of disabled inputs:

<input name='hello_world' type='text' value='hello world' readonly />

This should get picked up by serialize().

You can use a proxied function (it affects both $.serializeArray() and $.serialize()):

(function($){
    var proxy = $.fn.serializeArray;
    $.fn.serializeArray = function(){
        var inputs = this.find(':disabled');
        inputs.prop('disabled', false);
        var serialized = proxy.apply( this, arguments );
        inputs.prop('disabled', true);
        return serialized;
    };
})(jQuery);