Harry Julius Larsen (4 September 1915 – 12 August 1974) was a Danish rower who competed in the 1936 Summer Olympics.

Larsen was born in Kirkerup, Slagelse Municipality, in 1915.

In 1936, he won the silver medal with his partner Richard Olsen in the coxless pair competition.

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