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Helen Mirren, Miley Cyrus, Liam Hemsworth, Variety Power of Women

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Miley Cyrus and Liam Hemsworth have taken another big step in their relationship since rekindling earlier this year.

The couple made a rare public appearance together at a red carpet event—one of their first since getting back together in January—while attending Variety's Power of Women luncheon on Friday. Hemsworth was on board to support Cyrus who was featured as one of this year's honorees.

The singer looked sweet and chic in a polka dot and floral navy blue patterned jumpsuit, while Hemsworth kept it classy in a white button down and black suit jacket.

An onlooker tells E! News that at one point, "She wrapped her arm around him and leaned her head against his shoulder."

Though they definitely enjoyed one another's company, they also mixed and mingled with the many other celebs, including Helen Mirren.

As it has continued to do so year after year, Friday's luncheon brought together some of the most inspirational ladies in Hollywood. Scarlett JohanssonLaverne Cox and Jenna Dewan Tatum were just a few of the major names to join Cyrus and Mirren during the gathering, which honors the women in Hollywood who have used their power and platforms to make a difference in society.

This year's honorees include: Cyrus, Johansson, Cox, Mirren and Ava DuVernay.

Launch the gallery above to see all the attendees!

—Reporting by Alli Rosenbloom