The HFPA has been facing widespread criticism since February when it was revealed that it has zero Black journalists among its 87 members.
The cast also includes Andy Garcia, Gloria Estefan, Adria Arjona, and Isabela Merced.
The Guardians of the Galaxy star will feature in director Rian Johnson's follow-up to his 2019 hit mystery comedy.
The actor is reprising his role as Ethan Hunt in the upcoming seventh and eighth instalments of the action thriller saga.
Tom Cruise has reportedly heeded Scarlett Johansson's call to take a stand against the Hollywood Foreign Press Association.
The actress previously confirmed reports suggesting the two clashed on the set of the 2017 DC Comics blockbuster.
Tom Cruise was gearing up to begin filming the seven instalment when the pandemic hit in March last year.
Seth Rogen admitted the allegations have affected his personal relationship with James Franco too.
Bautista met with Gunn and was heavily involved in the early planning stages of the film.
The actress is mother to 11-year-old son David Daniel Otunga, Jr., who she shares with ex David Otunga.
The actress joined fellow Marvel star Mark Ruffalo in speaking out against the beleaguered organisation, which is behind the Golden Globes.
The ninth movie in the action thriller saga, titled F9, will be released in June.