However the post was also met with some backlash including a Twitter user who called Graham's comment "childish".
Graham, who has her own lingerie line for sizes 12 to 26, has been a strong voice for body confidence and breaking beauty industry barriers.
She was also the first model over size 16 to appear in a Sports Illustrated Swimsuit Issue, and starred in Lane Bryant's #ImNoAngel lingerie campaign, which was thought by many to be an anti-Victoria's Secret campaign.
However, the model has previously told Huffington Post she wouldn't say no to walking in the famous runway show: "I mean, when Victoria's Secret calls me and asks me to be on their runway I'm gonna say yes."
She added that she would continue to be an advocate for plus-size women who she feels are under-represented in the modelling industry.
"We are here to stay and you can tell by how many designers are putting us on the runway, how many covers we're on, and the fact that in the last three years I've never seen more progression in the curve world than ever before and I've being doing this for 18 years," Graham told People magazine.
"We're not a trend."