In April 1811 Poniatowski went to Paris, where he represented the King of Saxony and Duke of Warsaw Frederick Augustus I at the baptism ceremonies of Napoleon's son.
Rearguarding the retreat of the Grande Armée, Poniatowski was badly injured during the Viazma battle on 29 October.