The pair are reportedly not quarantining together which is why there has been no content of them on social media, but E!'s source claims they "haven't split."
"Their relationship is always up and down but they do talk every day and care very much about one another," the source said. "Lili and Cole have been trying to be more low-key."
It comes after fans assumed Cole and Kaia had hooked up, after the 18-year-old model posted photos of herself in Cole's bedroom.
Not long after, Lili had deleted most of her photos of Cole from Instagram.
However, Cole vehemently denied the allegations, claiming he knew becoming so public with Lili would basically bite him in the ass one day. Maybe this is why he and Lili have decided to scale back their relationship on social media?
"I tolerate a lot of rumors and slander from people online claiming to be my fans. Fans who feel entitled to my privacy precisely because I never indulge them,” Cole began in a long rant on Instagram.
“But attacking my friends, baseless accusations, leaking my address and sending death threats are all qualities of insanity and fanaticism. Choose humanity, stop being [clown face emoji].
"When I first stepped into a public relationship this was one of the foreseeable consequences. And while I truly never intended to indulge any part of my private life to the ravenous horde, it's clear my restraint in updating them has allowed them to push their own agenda onto my habits and lifestyle," he continued.
"So in conclusion - please eat my delectable plump ass (making me post a goddamn white font ain't story like a twice divorced mother of three)," his rant concluded.