Kwonjoon Lee

Select the Key, Then Generate the Rest: Improving Multi-Modal Learning with Limited Data Budget

Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction

Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner

$BetaConform$: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer

COMBO: Compositional World Models for Embodied Multi-Agent Cooperation

Scaling Multimodal Theory-of-Mind with Weak-to-Strong Bayesian Reasoning

$UQ-Merge$: UNCERTAINTY GUIDED MULTIMODAL LARGE LANGUAGE MODEL MERGING

Beyond Fixed Resolution: Enhancing VLLMs with Adaptive Input Scaling