The 28 year old scored 23 times last season for Greek side Panathinaikos.
“At Liverpool I didn’t have my chance, at Sunderland I had a good time but I fancy coming back to Liverpool – that would be nice,” Cisse told Sky Sports News.
“I like Arsenal, because my friends are there, Manchester is nice, but my club is Liverpool – from my club point of view, England is one of the best if not the best.”