Mestre is connected to Venice thanks to the famous bridge. If you leave or arrive to Venice by hitch-hiking, you'll cross Mestre!
All the public transportations and cars stop at the end of the bridge: no cars in Venice. If you want to have information about hitch-hiking spots in Mestre, go on Venice page, everything's there.