When modifying an IR report in Page Designer and the IR “Link Icon” is set to something other than default then the value is overwritten by the default IR setting of APEX.
For example:

Now, change the “Show Null Values as” to “---” and go back to the page (either refresh or press the Go button)

Don't do the changes at the same pass and you will see the problem.
Thanks,
Lior