The two lawmakers sought support from members of their fractured party as the former president threatened to get involved in a potentially fierce struggle over who will lead the House.
The House was scheduled to convene at noon on Thursday after adjourning for the second day in a row without a speaker, after Representative Kevin McCarthy lost a sixth consecutive vote.