The British star, 29, suffered an horrendous gash during the defeat in Monaco, with the referee calling a halt to the fight in the fifth round.
The official gave Buglioni the chance to fight on briefly, but the cut only worsened before the bout was rightly stopped.
Buglioni had been hoping the pry the Inter-Continental light-heavyweight title away from China's No1 Meng, before coming up short.
Speaking before his loss, Buglioni had told Sky Sports he was aiming to be "back where he belongs" in the mix for a world title.
Buglioni claimed: "[Meng] is obviously China's No 1, he's an Olympian and he's the holder of the belt.
"So he has that top ten ranking with the IBF, but he will be the seventh undefeated fighter I've faced.
"So I'm not new to undefeated fighters and taking those 0s. I'm excited I've got this opportunity to get back to where I belong.
"I certainly want to be fighting for and winning world titles and every fight that's gone by, I've improved.
"We haven't always seen that in the ring when it comes with all the lights, camera, action but I will be showcasing that on Saturday night."
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