The Malaysian, who won three men's singles crowns from 2008-2010, crushed Denmark's Jan O Jorgensen 21-14, 21-16 in 40 minutes to reach Sunday's final on home turf.
Lee jointly holds the record of three titles with women's pair Wang Xiaoli and Yu Yang of China and Denmark's men's pair Mathias Boe and Carsten Mogensen.
Wang and Yu, who won from 2010-2012, are out of contention after they pulled out Saturday due to injury.
It was a straight forward victory for Lee, whose court coverage and ability to retrieve every shuttlecock the French Open champion threw at him frustrated the Dane.
Lee beat Jorgensen 23-21, 24-22 at the group stage on Friday.
"Today, I was ready for him. I was determined to beat him quickly and started the match on fire," the Olympic silver medallist said.
"The only downside to my victory was that I allowed him back into the match in the second game after taking a big lead."
In the final, Lee will meet the winner of the match between Indonesia's Tommy Sugiarto and Japan's Kenichi Tago.
In women's singles, China's Li Xuerui easily beat South Korea's Bae Yeon-Ju 21-15, 21-9.
In the women's doubles, world champions Wang and Yu raised eyebrows when they conceded a walkover to compatriots Ma Jin and Tang Jinhua, after citing a hip injury to Yu.
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