Watch the amusing interaction below!
Before audience Kate Winslet appeared in a simple black dress with a plunging neckline, voluminous skirt and a thin belt at the waist.
After being introduced by her Divergent costar Shailene Woodley, Winslet noted the amount of talent in the ballroom, including Janney.
After collecting her award, the Titanic actress addressed to actress Allison Janey during her acceptance speech. "Or just stroke you or something", Winslet gushed.
The 57-year-old Mom actress won two awards herself - for supporting actress and ensemble (with the rest of the cast), for I, Tonya. "We could always kiss or something... maybe".
"Ah, it's gonna happen!" "This is an exciting moment". Watch the moment between Winslet and Janney below.
It was yet another star-studded evening in California on Sunday, as the industry's most respected entertainers stepped out for the 21st annual Hollywood Film Awards.
James Corden will host the ceremony at the Beverly Hilton.