Lady Gaga reunited with boyfriend Michael Polansky on Tuesday after returning home from Italy.

Wearing a colorful tie-dye sweatsuit Gaga picked up coffee at a Starbucks in Malibu with friends before she hopped in Polansky's Tesla.

The couple, who went Instagram official in early 2020, were spotted making their way back to Gaga's oceanfront mansion after their pit stop for drinks and snacks.

Gaga, 35, wore a multicolor hoodie and sweatpants with an extra layer tied around her waist.

She wore a portion of her brunette locks up in a high ponytail and accessorized with pearl-encrusted cat-eye sunglasses.

Polansky opted for an all black ensemble and baseball cap. The businessman co-created the Parker Foundation which supports philanthropic efforts in life sciences, global public health, civic engagements, and the arts, according to its website.

The couple were first spotted together on New Years Eve 2019 in Las Vegas before showing lots of PDA at the Super Bowl in Miami in February.

Earlier this month, Gaga was seen looking emotional as she left her hotel in Rome, bidding farewell to the Italian city after she wrapped her scenes for movie House of Gucci.

Gaga appears in the hotly-anticipated movie alongside Adam Driver, Al Pacino, Salma Hayek and Jared Leto.

In the film, the Oscar winner portrays Patrizia Reggiani, the ex-wife of Gucci heir Maurizio Gucci, who was convicted of hiring a hitman to murder him.

Reggiani later earned the nickname Black Widow, and was sentenced to 29 years in prison in 1998 for setting up her ex-husband's fatal shooting.

She was released, however, in October 2016, after serving 18 years, attaining parole due to good behaviour.

The forthcoming film is based on the novel The House of Gucci: A Sensational Story of Murder, Madness, Glamour, and Greed by author Sara Gay Forden.

Meanwhile, a judge in Los Angeles recently banned photographers from picturing the five suspects charged in the 'dognapping' of her two French bulldogs.

The four men and one woman pleaded not guilty earlier this month before Judge Victoria Wilson, presiding over Los Angeles Superior Court.

Three of the suspects — James Jackson, 18; Jaylin White, 19; and Lafayette Whaley, 27 — have been charged with attempted murder and armed robbery, according to the LAPD.

Jackson, who also faces one count each of assault with a semiautomatic firearm and a felon carrying a concealed firearm in a vehicle, had his bail set at more than $3 million.

White also faces one count of assault by means of force likely to produce great bodily injury.

The three are described by police as documented gang members, who targeted the bulldogs because they knew of their high value. When bought from reputable breeders, the animals can cost between $3,000 and $5,000.

They were not aware that Gaga was the owner, the police said, amid claims robberies were part of a gang initiation.

Two additional defendants — Harold White, a known gang member and the 40-year-old father of Jaylin White, and his girlfriend Jennifer McBride, 50 — are accused of acting as accessories after the fact by helping conceal the stolen animals.

Gaga's dogwalker, Ryan Fischer, 30, was shot four times while he was out with her three dogs, Koji, Gustav and Miss Asia.

The thieves then ran away with two of the animals - Koji and Gustav.

Miss Asia escaped from the gang before they could put her in their vehicle, and ran back to Fischer.

Gaga was in Rome filming House of Gucci at the time of the dognapping. She did not pay out the reward, due to police suspicions that the woman who dropped the dogs off had acted with the dog-stealing ring.

Fischer, who has been described as a family friend, survived the assault and posted images of himself in a hospital bed on his social media.