Jake Gyllenhaal brought one of his ex-girlfriends to the Golden Globes last night ... no, not Taylor Swift.

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The newly single star was seen walking towards the red carpet with singer Jenny Lewis, who Jake dated back in 2001.

Lewis, who starred in "Troop Beverly Hills" and "The Wizard" as a kid, is part of the band Rilo Kiley and performs as Johnny & Jenny with current boyfriend Jonathan Rice.

Jake and Jenny have remained friends since dating -- and, according to PEOPLE, he even took ex-girlfriend Reese Witherspoon to see her concert at the Hollywood Bowl in 2009.

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