Wu was born and raised in Brunei for most of his life, later graduating at RMIT in Melbourne, Australia. He was entered the entertainment business while on a trip to Taiwan, when a television producer discovered him during this trip and recommended him to play the lead male role of Tokyo Juliet, which he accepted.