It fell to Dori to carry Bilbo in the tunnels of the Misty Mountains during the escape from the goblins, but Dori dropped Bilbo and the other dwarves blamed him for "losing their burglar".
During the escape from the Wargs, Bilbo grabs Dori's legs as they scramble up into the trees.