At the 1984 Winter Olympics in Sarajevo, Vasilyev won a gold medal with the Soviet relay team, which consisted of himself, Juri Kashkarov, Algimantas Šalna and Sergei Bulygin.

[1] He received another relay gold medal at the 1988 Winter Olympics in Calgary.

[1] Vasilyev also won a 20 km individual World Cup race in Holmenkollen in the 1982–83 season.

[2][3] In 2023, he accused Norwegian biathletes of doping, claiming that is the sole reason for their support for Russia's exclusion from the Olympics.

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