Gigi Hadid makes a low-key exit from Joe Jonas' Hollywood home for the second day in a row as their romance heats

They've yet to speak publicly about their romance but things seem to be heating up for Joe Jonas and Gigi Hadid.

The 20-year-old model was spotted once again leaving 25-year-old Joe's West Hollywood home on Wednesday morning. 

With her hair pulled back from her face and dressed down in a midi skirt and top, Gigi made a low-key exit from her rumoured boyfriend's home, just one day after she was spotted emerging from the residence with bed head. 

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Dressed down: Gigi Hadid was spotted leaving new boyfriend Joe Jonas' Hollywood home for the second morning in a row on Wednesday 

Dressed down: Gigi Hadid was spotted leaving new boyfriend Joe Jonas' Hollywood home for the second morning in a row on Wednesday 

Gigi shielded her eyes with a pair of sunglasses and carried a bright coat. 

The celebrity couple, nicknamed 'G.I. Joe' have not been shy about public displays of affection since getting together recently, following the blonde beauty's split from singer Cody Simpson.

Although the pair have known each other for a number of years and were first reported to be dating in September 2014, while Gigi and her Australian musician beau were on a break. 

Heating up: They've yet to speak publicly about their romance but things seem to be heating up for Joe and Gigi

Heating up: They've yet to speak publicly about their romance but things seem to be heating up for Joe and Gigi

Invest in an Elizabeth and James bowling bag like Gigi

Gigi Hadid was spotted leaving Joe Jonas’ house for the second day in the row… we think romance could be in the air!

Trying to go incognito, Gigi kept things simple wearing a grey midi skirt teamed with a black tee, some eyelet slip on trainers and her trustee Elizabeth and James duffel bag.

Gigi has been spotted toting this piece of arm candy on many occasions, as well as other bags from the line.

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While Joe and Gigi haven't commented publicly on the relationship, they don't mind who sees they are more than just friends with the singer recently posting a neck licking PDA on Instagram.

The shot shows the blonde model running her tongue along the singer's neck. 

Loved up: Joe Jonas posted an Instagram shot of new love Gigi Hadid licking his neck recently

Loved up: Joe Jonas posted an Instagram shot of new love Gigi Hadid licking his neck recently

Joe, wearing a T-shirt emblazoned with the word 'Daddy' stood still with a small smile playing on his lips.

Both of their faces were cut off from the photo so their noses and eyes could not be seen. 

Joe captioned the shot: 'Call me.'

There she is! The 20-year-old model was seen leaving Joe's hotel earlier in the week in New York

There she is! The 20-year-old model was seen leaving Joe's hotel earlier in the week in New York

Cosy: Joe, pictured here at the Richard Chai fashion show, recently partied the night away with Gigi at a Pulp Fiction themed dinner in the Big Apple

Cosy: Joe, pictured here at the Richard Chai fashion show, recently partied the night away with Gigi at a Pulp Fiction themed dinner in the Big Apple

The pair were at a Pulp Fiction themed dinner in New York  when the picture was taken.

According to Us Weekly a source said: 'They were being super-cute and cuddly the whole night.'

The loved-up couple enjoyed burgers, milkshakes, and fries at the soiree. 

The insider added: 'They were the first couple to get on the floor and start the dancing for the twist contest.'

After the dinner the pair hit up the nightclub Up & Down, where Nick was set to DJ. 

However the evening got shutdown by police and he didn't get a chance to take to the decks.

Despite the pair refusing to confirm they are an item, they have been posting a number of Instagram shots of themselves together - namely at Taylor Swifts July 4th weekend away bash.

Then Joe's brother Nick, 22,  let the cat out of the bag confirming his brother was dating Gigi.

Holiday: The couple spent the Fourth of July weekend together at Taylor Swifts home and posted this shot on Instagram

Holiday: The couple spent the Fourth of July weekend together at Taylor Swifts home and posted this shot on Instagram

He told E!: 'I like them together. It’s a good thing. 

'Joe and I are best friends. We're each other's support system and closest friends, so naturally I'm gonna see a lot of her because they're together and it's great. I'm really happy for them. I think they seem very happy together and it's good.'

The pair were first seen togther in May and have been to a number of events, but not yet posed officially as a couple. 

Since first grabbing lunch in May, the pair have attended numerous events together and traveled to London and Rhode Island with pals Taylor Swift and Calvin Harris.  

Hot property: Gigi has just starred in a campaign with sister Bella for Balmain 

Hot property: Gigi has just starred in a campaign with sister Bella for Balmain 

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