Chinese President Xi Jinping and Kim Jong Un met in northeast China on Tuesday in an unannounced visit by the North Korean leader ahead of an expected summit with US President Donald Trump.
Shortly after the meeting was made public, Trump tweeted that he would speak to his "friend" Xi about North Korea later on Tuesday.
Chinese state broadcaster CCTV showed Xi and Kim taking a seaside stroll in the northeastern city of Dalian and holding talks, while the official Xinhua news agency said the two leaders met on Monday and Tuesday.
It was Kim's second visit to China since March, highlighting efforts by the Cold War-era allies to mend ties that have chilled as Beijing has supported UN sanctions over Pyongyang's nuclear activities.
Beijing is keen to avoid being left out in the cold in the wake of Kim's historic summit last month with South Korean President Moon Jae-in and his expected meeting with Trump in June.
"After the first meeting between me and Comrade Chairman (Kim), both China-DPRK relations and the Korean peninsula situation have made positive progress. I feel happy about it," Xi said, according to Xinhua.
For his part, Kim was quoted as saying: "These are the positive outcomes of the historic meeting between me and Comrade General Secretary (Xi)."
And Trump tweeted that "the primary topics" of his discussion with Xi "will be Trade, where good things will happen, and North Korea, where relationships and trust are building."
Japanese media had earlier shown images of an airplane normally used by North Korean VIPs flying out of Dalian, fuelling speculation that Kim had been in town.
Xi said he was willing to meet Kim again to make joint efforts to have a healthy bilateral relationship, achieve peace on the Korean peninsula and promote regional stability, Xinhua said.
Kim travelled to Beijing by train in March for his maiden official trip abroad and met Xi for the first time since taking power in 2011. His trip was kept secret until he returned to North Korea.
At their summit last month in the Demilitarized Zone dividing the two Koreas, Kim and Moon agreed to pursue the complete denuclearisation of the peninsula.
They also decided to seek a peace treaty by the end of the year and hold talks with the United States, and possibly China, to achieve it.
The Korean War, in which China fought on the North's side, ended in 1953 with an armistice rather than a peace treaty.
China would likely want to be part of discussions on a peace treaty, according to experts.
While China has supported punitive measures against the North, analysts say it could worry that the diplomatic thaw may lead to a deal between Pyongyang and Washington that is not in its interests.