Seoul: Photos carried by the North's official Rodong Sinmun newspaper showed an empty seat at the centre of the head table in Pyongyang's cavernous Mansudae Assembly Hall, presumed to be Kim's.
Instead, the session focussed on North Korea's budget and changes in leadership personnel.
Kim is due to meet with the South's Moon Jae-in later this month, and is expected to meet US President Donald Trump weeks later.
On Monday he briefed party members on talks with the South and the "prospect" of dialogue with the US, in an unusually well-publicised politburo meeting.
Officials in the South had earlier said they were watching the SPA closely for "any changes to policy directions".
But KCNA reports on the meeting focussed on budgetary matters, with the nuclear-armed state's national defence allocation remaining almost unchanged at 15.9 percent.
"It appears Kim did not attend because he can't issue a special message given the current volatile situation," Koh Yu-hwan, professor of North Korean Studies at Dongguk University, told AFP, referring to the upcoming summits.
But the detailed state media reports of Monday's politburo meeting mean North Koreans "will assume their leader is trying to improve external relations", he added.
At the SPA, the North also confirmed that Hwang Pyong So -- once seen as one of Kim's closest aides -- had been "dismissed" from his post as the vice chairman of the State Affairs Commission along with three other officials.
Seoul's spy agency said last year that Hwang and Kim Won Hong, the head and deputy head of the military's powerful General Political Bureau, had been punished for showing "impudence" towards the party.
All of the dismissals were made "at the proposal of the chairman of the State Affairs Commission", a post held by Kim Jong Un.
The SPA is technically North Korea's highest state institution.
But votes at the rubber-stamp institution are invariably unanimous, with delegates from across the country travelling to Pyongyang simply to listen to speeches and wave through decisions by a show of hands.
(Except for the headline, this story has not been edited by NDTV staff and is published from a syndicated feed.)
North Korea's parliament has met to rubber-stamp Kim Jong Un's policies, but the leader himself was conspicuously absent as he prepares for two key summits with South Korea and the US.
Kim had been present at six out of eight previous Supreme People's Assembly (SPA) sessions held since he officially became party head six years ago, according to the South's Unification Ministry.
But he appeared to skip Wednesday's meeting, with the official KCNA news agency failing to mention his attendance in its report of the meeting Thursday.
Instead, the session focussed on North Korea's budget and changes in leadership personnel.
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On Monday he briefed party members on talks with the South and the "prospect" of dialogue with the US, in an unusually well-publicised politburo meeting.
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But KCNA reports on the meeting focussed on budgetary matters, with the nuclear-armed state's national defence allocation remaining almost unchanged at 15.9 percent.
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But the detailed state media reports of Monday's politburo meeting mean North Koreans "will assume their leader is trying to improve external relations", he added.
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Seoul's spy agency said last year that Hwang and Kim Won Hong, the head and deputy head of the military's powerful General Political Bureau, had been punished for showing "impudence" towards the party.
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The SPA is technically North Korea's highest state institution.
But votes at the rubber-stamp institution are invariably unanimous, with delegates from across the country travelling to Pyongyang simply to listen to speeches and wave through decisions by a show of hands.
(Except for the headline, this story has not been edited by NDTV staff and is published from a syndicated feed.)
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