The controversy centred on a short film created by contestant Kate McGuinness for the program, which included a fictional scenario involving Mrs Rinehart and graphic references to violence.
Albanese said middle powers had a responsibility to play a stronger role through partnerships on economic resilience, development finance, maritime security, climate action and emerging technologies.