The 22-year-old singer, who did not attend the ceremony which took place at Rotterdam, Netherlands, took home awards for biggest fans, best Canadian act and best song for his track "Sorry", reported Billboard.
This year Canadian artistes dominated the EMAs, with Shawn Mendes, Drake and The Weeknd winning big.
Mendes, 18, accepted the award for best male on stage at the event, while rapper Drake, another absent winner won the best hip hop award. The Weeknd bagged best video for "Starboy" featuring Daft Punk.
Lady Gaga was the night's other victorious absentee, taking home the trophies for best female and best look, which this year were colored purple in honour of Prince.
"Prince was a genius. He created ground breaking music and music videos his whole career. Prince we will always miss you," said host Bebe Rexha.
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