Where is the fuel filter located on my 2003 Hyundai Sonata GLS?

The fuel filter is in your gas tank-accessible from your back seats- more than likely not your problem. More than likely it's your purge control valve- if you have a 2.7 engine it's located by the bulkhead side on the engine-more towards the passenger side.