During his time at Anfield, Cissé played 79 games, scoring 24 times and winning the 2004–05 UEFA Champions League and 2005–06 FA Cup. He went on to play in Greece with Panathinaikos, Italy with S. S. Lazio, Qatar with Al-Gharafa and Russia with Kuban Krasnodar. He also had further spells in English football with Sunderland and Queens Park Rangers, and France with Olympique de Marseille and SC Bastia. In 2015, Cissé made one appearance for Réunion based club JS Saint-Pierroise before retiring from professional football. In the course of his career, Cissé suffered from two leg breaks, breaking his left leg in 2004 and his right leg in 2006.