According to reports, bosses are planning another All Star series for August, after the success of the latest run.
The 64-year-old first entered the reality show house in 2014, two years after transitioning into a woman.
Kellie was formerly known as Frank Maloney, a British boxing manager and promoter who managed Lennox Lewis to the Heavyweight Championship of the world.
TV star Kellie has admitted that returning to the programme would be a dream after being in a “very bad place” the first time around.
Celebrity Big Brother 2017: Kellie Maloney hints at Channel 5 return for 'summer All Stars'
Celebrity Big Brother 2017: Kellie Maloney hints at Channel 5 return
I wouldn’t say no if it was offered to me, as it would give me the opportunity to show the world how I’ve matured.
Hoping to return to the house to show everyone “the real Kellie Maloney,” the former housemate also revealed that the series "helped a lot".
“I would like to go back into the Big Brother house now is so that people could see the real Kellie Maloney.
“When they saw me back in 2014 I was in a very bad place because I was coming to terms with myself," Kellie told the Sun.
"I was fighting myself as well as being accepted by the world, because there was still a lot of Frank in me.
Kellie Maloney's stylish shoot
Mon, August 17, 2015
Former boxing manager and promoter Kellie Maloney shows off her style as she shoots for Models of Diversity
ModelsOfDiversity.org / FameFlyn
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Kellie Maloney shows off her style for Models of Diversity
“The Big Brother house helped me a lot, so I’d love to go back, as I don’t think the world really met the real Kellie Maloney.”
Kellie added: “I wouldn’t say no if it was offered to me, as it would give me the opportunity to show the world how I’ve matured and how I’ve grown up and how I’ve become the real me.”
Former rival James Jordan clashed with Kellie while in the house, and was called a "bully" before Kellie became the fifth evictee.
“I haven’t watched this one as I don’t like James Jordan. He’s a horrible man, so I wouldn’t watch it," added Kellie.
Celebrity Big Brother continues tomorrow night on Channel 5 at 9pm.