No. You do not need to report HELOC interest on your return.
If you are itemizing your return and the HELOC was used to buy, build, or substantially improve the home that secures the loan, then you can add the interest in even if you did not get a 1098. However, if you are not itemizing or you used the money for anything other than the above, then you would not enter it on your return.