The 19-year-old singer was due to be interviewed by Ant and Dec's schoolboy sidekicks, Little Ant and Dec, but he blamed "other commitments" for his decision to miss filming, reported Mirror online.
"I'm never coming back here," he said.
Bieber was attacked by the paparazzi and was controlled by his bodyguards while leaving his hotel in London. He pushed one of the photographers as he rushed to get into his van to escape him.