Yadav reached Singh's residence at Gomti Nagar and stayed there for about an hour, party sources said.
The party, however, said it was an informal meeting and did not elaborate on what transpired in it.
Singh later attended an 'Iftar' party hosted by Chief Minister Akhilesh Yadav at his official residence where SP supremo Mulayam Singh Yadav was also present.