Looks like things are heating up betweenPete DavidsonandKate Beckinsale.

Less than 24 hours after the pair were spottedholding handsoutside an afterparty forSaturday Night Livein New York City, the rumored flames wrapped their arms around each other before taking in a hockey game at Madison Square Garden, where the Washington Capitals would go on to defeat the New York Rangers, 3-2.

Davidson, 25, was dressed casually for the duo’s latest outing, wearing a long-sleeve blue shirt layered over a pink shirt with a pair of distressed jeans and sneakers.

Beckinsale, 45, also dressed down for the occasion, opting for a belted black trench coat and pair of dark jeans.

TMZposted photos of the pair from inside the venue, which showed Davidson and Beckinsale leaning towards each other as he made her smile.

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The duo’s latest outings came after Beckinsale opened up about how she’d describe her ideal man while attending an N.Y.C. event to celebrate her newDuJourmagazine cover on Thursday.

“Funny, I like funny,” she toldExtra.

Beckinsale and Davidsonfirst sparked romance rumorswhen they were seen together at aGolden Globes afterpartyin January, where one onlooker told PEOPLE they were seen cuddling.

Then, the pair wasspotted holding handson Feb. 1 as they left famed music and comedy venue Largo at the Coronet in West Hollywood, California, following Davidson’s stand-up show.

Though they left the venue hand-in-hand and headed back to Davidson’s Santa Monica hotel together, a source close to Beckinsale previously told PEOPLE that her relationship with Davidson isnot likely to go any further.

“Kate’s not looking to get serious with someone,” the source said.

RELATED VIDEO: Kate Beckinsale Ribs Fan Shading Her for Chatting UpPete DavidsonatGolden GlobesAfterparty

In recent weeks Beckinsale hasshut down internet trollswho have criticized their rumored romance. After she was first spotted hitting it off with the comedian in January, one commenter wrote on a throwback photo of Beckinsale’s mother, actress Judy Loe, “Dear heavens, Kate. NotPete Davidson.”

In February, the actress made a joke about Davidson when a fanmistook theSNLstarfor the lateFreddie Mercury.

“Trying to look like someone who was not wildly over excited about this picture or startled while planning a sneaky lick of Freddie’s eyeball,” Beckinsale captioned a shot of herself posing next to a photo of the singer.

“Is that a painting ofPete Davidson?” one commenter asked, to which Beckinsalejokingly responded, “GREAT EYE.”

Kate Beckinsale and Pete Davidson.Gregg DeGuire/WireImage; Matt Winkelmeyer/Getty

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The actress shares 20-year-old daughter Lily Mo Sheen with actorMichael Sheen, 50, whom shedated for eight years.

Davidson split from singerAriana Grande, 25, last October, and though the comedian had admitted to having a hard time in the months since, a source told PEOPLE late last year that he wasembracing his bachelorhood.

“He is very much enjoying being single as he is focusing on himself,” the source said in December.

source: people.com