Partey has trained as part of a Ghana side that will play for the first time under Queiroz, who was named Black Stars boss in April.
Manchester City attacker Antoine Semenyo joined up with his international team-mates over the weekend.
Ghana will face England in Group L at the World Cup, with the 2010 quarter-finalists opening their campaign against Panama on 17 June.
Queiroz, a former Portugal and Real Madrid manager as well as assistant to Sir Alex Ferguson at Manchester United, said he was excited about the prospect.
“When you talk about football in Ghana, it is in the blood, it is everything,” he said.
“And the talent is here so it is an explosive combination to succeed, which was the first and most important attraction to Ghana.
“We’re ready to take off and start to fly straight to the World Cup.”
