Green’s Dictionary of Slang

to associate oneself with a group.

1958		F. Norman Bang To Rights 123: There are some geezers who if you give them the chance they’ll row themselves onto you and you can never get rid of them.
1962		F. Norman Guntz 185: The gold digging geezer tried to row himself back onto the firm.