Travis Kelce leaves the Chiefs team hotel as Taylor Swift lands in Kansas City to cheer him on at Arrowhead Stadium in a must-win game against the Buffalo Bills

Travis Kelce is pictured leaving the Kansas City Chiefs team hotel before his team's game against the Bills – as his girlfriend Taylor Swift flies in to cheer him on.

Swift's private jet left New Jersey early Sunday morning and landed in Kansas City in what will be her first game back at Arrowhead Stadium since October.

Her security used umbrellas to hide her from view as she exited her private jet. It's unclear how long she will be with Travis, but Wednesday, December 13 marks her 34th birthday.

And there are reports that Travis is planning a party for her.

Last week she flew to Green Bay to watch the Chiefs lose to the Packers for the first time.

Kelce was photographed shortly after girlfriend Taylor Swift landed in Kansas City for the game

Swift's security team protected her with umbrellas as she left her private jet in Kansas City

It's unclear how long Swift will be in Kansas City, but Wednesday marks her 34th birthday

Kelce and his team are under pressure to win again on Sunday afternoon

And Kelce is desperate to get his team back on track after recent shaky form.

The last time Swift was at Arrowhead, Kelce played brilliantly as the Chiefs defeated the Chargers 31-17 to push their record for the season to 6-1.

But since then, Kelce and the Chiefs have lost three of the last five in a form that is starting to cause concern for last season's Super Bowl winners.

This week, Swift addressed the attention she gets at NFL games when she cheers on her boyfriend.

Speaking to TIME, she said: “I don't know how they know which suite I'm in.

“There's a camera about half a mile away, and you don't know where it is, and you have no idea when the camera puts you on the air, so I don't know if I'm shown 17 times or one time.”

“I'm just here to support Travis. I have no idea if I'm being shown too much and bothering some dads, Brads and Chads.”