The revised proposal increased the size of the MPA from 1.34 million sq km to 1.5 million sq km, of which 1 million sq km was a no-take zone.
The proposal also included a proposal for an Antarctic krill research zone.
"This new addition to the proposed MPA is designed to promote research and scientific understanding of krill in the north western Ross Sea region," Mr McCully said.
The minister said Russia had also confirmed it was open to working with member states on an MPA ahead of the next CCAMLR meeting in 2016.
Like China, Russia has blocked the New Zealand proposal at past meetings.
Japan and Norway have also expressed concern about the permanence of the reserve, which prompted New Zealand officials to add a 50-year "sunset clause" which would allow it to be revised or scrapped.
The proposed MPA was originally 2.24 million sq km but was pared back in 2013 in a bid to gain support.
The Ross Sea is known as the "Last Ocean" because it is the only intact marine ecosystem on earth, mostly untouched by pollution, overfishing, and invasive species.