Professor

Multisensory Intelligence Lab.

Multimodal Machine Learning, Audio-Visual Learning, Visio-Tactile Learning, Audio/Speech Processing, Computer Vision

Accelerated Optimization Laboratory

Mathematical Optimization, GPU-accelerated/AI-Enhanced Optimization, Machine Learning, Energy System Optimization

Interactive Machine Intelligence Lab.

Generative machine learning, Multi-agent interactive systems, Bayesian machine learning

Statistical Decision Making Lab.

Statistics, Machine Learning, Reinforcement Learning

Autonomous Systems and Decision-making Lab.

Reinforcement Learning, Multi-Agent Systems, AI-based Decision-Making, Autonomous Systems and Operations, Robot Learning

UNIST Vision and Learning Lab.

Computer Vision, Deep Learning, 3D Pose Estimation/Reconstruction, Vision-Language and Action Model

Visual Information Processing Lab.

Computer Vision, Image Processing, 3D Visual Processing, Machine Learning, Deep Learning

Signal Processing Lab.

Nonstationary signal modeling & processing, Volumetric geometry modeling & processing, Color & surface property perception analysis

Laboratory of Advanced Imaging Technology ( LAIT )

Generative AI, Computer Vision, Computational Imaging, Multimodal Representation Learning

Active Generative Agents Lab.

Natural Language Processing, Robotics, Machine-learning, Computer Vision

Machine Intelligence and Information Theory Lab.

Machine Learning, Learning Theory, Generalization, Robustness, Information Theory, Intelligent Communications

Data Intelligence Lab.

Data Mining, Recommender Systems, Graph Neural Networks (GNNs), and Trustworthy AI

Machine Learning and Finance Lab.

Stochastic Optimization, Multi-Objective Optimization, Inverse Optimization, Physical Simulation, Stochastic Analysis

AI Cognition Optimization with Reinforcement & Exploration (AI-CORE) Lab.

Reinforcement Learning, Large Language Models (LLMs), LLM Agent, Industrial AI, Physical AI

Generative Intelligence Lab.

Generative Models, Representation Learning, Computer Vision, Deep Learning, Machine Learning, Industrial AI

Machine Learning and Intelligent Control Lab.

Core Reinforcement Learning, Multi-agent Systems, LLM-based Decision Making, Intelligent Control, Physical Intelligence