Early in his presidency, he met Russian President Vladimir Putin in Germany with only a Kremlin interpreter present.
Last year, after Trump spent more than two hours talking with Putin in Helsinki, Finland, Democrats tried to subpoena Trump's translator to testify in Congress about what was said.
Republicans blocked it. The White House has never provided information on what Putin and Trump talked about. Even Trump's director of national intelligence, Dan Coats, said he didn't know.
"It is utterly amazing, utterly amazing, that no one knows what was said," Senate Democratic leader Chuck Schumer said at the time.
Trump's translator in today's private chat was Yun Hyang Lee, the US State Department's division chief for interpreting services, who also translated for the President at his first meeting with Kim last year in Singapore. The White House identified Kim's translator as Sin Hye Yong.
Some experts on past US-North Korean diplomatic efforts worry the private sit-downs give Kim an opportunity to win concessions from Trump that working-level officials would have advised him not to offer.
Before the summit, Senator Ed Markey, D, said he thought Kim requested the private meeting with hopes that he could "elicit concessions from President Trump that might not otherwise be possible if it was just our diplomats talking one-on-one."
Others think there's nothing wrong with the President's penchant for one-on-one meetings with world leaders.
"I don't find that they're nefarious," said retired Army Lieutenant-Colonel Daniel Davis with the Defence Priorities think-tank, which advocates against overusing military action to solve foreign policy challenges.
"I think he's just more comfortable doing it that way," Davis told reporters at a summit briefing.
Davis pointed to President Richard Nixon's many private confabs with Chinese leaders when he reopened relations with China in the 1970s.
Last year, at the Singapore summit, Trump caught US ally South Korea off guard by announcing the suspension of major US military exercises with the South. Trump critics said he squandered critical US leverage before the North took any concrete steps towards denuclearisation.
It was widely presumed that Trump made the decision during his private talks with Kim — his description of the war games as "very provocative" seemed to be in line with North Korea's view of the drills as rehearsals for invasions. Both Washington and Seoul have insisted for years that the exercises were routine and defensive in nature.
Bong Young-shik, an analyst at Seoul's Yonsei University, was less worried, saying that the criticism Trump faced in Singapore could make him less likely to make huge, impulsive decisions during his private meetings with Kim this time around.
"There's always a certain level of risk in this kind of meeting, but it's hard to say Trump will be dragged into a decision by Kim just because of what happened in Singapore," Bong said.
Former President Barack Obama was known to occasionally hold impromptu chats with leaders on the sidelines of major global summits with only their interpreters at their sides.
At former President Ronald Reagan's first meeting with then-Soviet leader Mikhail Gorbachev in Geneva, Switzerland, in November 1985, the two men met alone with only trusted interpreters. Only 15 minutes had been allotted for the discussion, but it went on for an hour.
- AP