Prime Minister Narendra Modi and all other members of the party's highest decision-making body are expected to attend the meeting, official sources said.
Shah, a close confidant of Modi, was elected unopposed with many Union ministers and virtually all party chief ministers and state presidents present at the headquarters in a show of support.
Modi, who was among the leaders to have proposed Shah's name for a new term, was not present due to his officials engagements.
He met Advani on Sunday and Joshi yesterday, party sources said, adding that it was to take their "blessings".