Paul Söllner (5 June 1911 – 8 April 1991) was a German rower who competed in the 1936 Summer Olympics. He was born in Davos and died in Murnau am Staffelsee. In 1936 he won the gold medal as member of the German boat in the coxed four competition. He was member of the Ludwigshafener Ruderverein.