No, Iliescu was not in office when Romania joined the EU. Romania joined the European Union on January 1, 2007, while Iliescu's term as president ended on December 20, 2004. The president at the time of Romania's EU accession was Traian Băsescu.
Ion Iliescu: Unveiling the Legacy of a Romanian Political Titan