교원

Multisensory Intelligence Lab.

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

Digital Processor & System-on-Chip Lab. 디지털 프로세서 및 시스템온칩 연구실

Neural Processing Unit (NPU), AI model compression, HW-friendly optimization, Wireless communications, Digital VLSI design, ASIC

Computational Astrophysics Laboratory. 전산천체물리학 연구실

Computational astrophysics. Numerical hydrodynamic simulations with additional features: magnetic field, radiation, relativistic effects, and nuclear, atomic, and chemical reactions. Applications to astronomical observations related to nuclear astrophysics (stellar evolution, neutron star, and X-ray bursts) and interstellar medium (high velocity clouds and star formation). Multi-messenger astronomy: gravitational wave and neutrino astronomy. Applying the artificial intelligence to analyze the astronomical big data.

Ubiquitous AI Lab. 유비쿼터스 인공지능 연구실

On-Device AI, AI Efficiency, AI Personalization

UNIST Computer-integrated Manufacturing Lab. UNIST 생산기술 연구실

AI for Manufacturing Systems, Computational Design for Additive Manufacturing, Agent-Based Modeling of Complex Systems, Digital Twin and Cyber-Physical Manufacturing

Design Futures Lab. 디자인 퓨쳐스 연구실

Human-Centered Design & AI, Human-Computer Interaction, User Experience, Digital Health

Software Testing and Analysis Research Lab.

Software Engineering for AI domains, AI application for Software Engineering tasks, Software Testing and Analysis, Fuzzing

Computational Advanced Nanomechanics (CAN). 전산나노역학

· 위상부도체 : 특정주파수의 기계적 진동이나 음향을 온전하게 전파하거나 아예 전파를 막는 인위적인 구조의 원리규명 및 설계 연구 · 전위론 : 재료 내 전위가 이동할 때 주변의 응력장 및 전위의 속도 변화, 에너지 손실 등, 움직이는 전위의 역학적 특성 및 이동성에 관한 연구 · 나노균열 : 재료 내 나노스케일의 균열이 존재할 때 J-적분 및 파괴(fracture) 특성에 관한 연구 (연속체 파괴역학과 비교 연구) · 음의 물성을 갖는 재료 : 프와송 비나 열팽창 계수가 음인 구조 또는 나노 재료에 대한 원리 규명 및 특성에 관한 연구 · 역학적 특이 특성 : 역학적 상호성이 깨지거나 (non-reciprocity) 또는 강성행렬의 대칭성이 깨지는(non-Hermitian) 특이 구조 연구

Data Analytics Lab. 데이터 애널리틱스 연구실

Industrial statistics and data analytics , Quality engineering and management , Statistical process monitoring, Anomaly detection

Accelerated Optimization Laboratory. 가속화된 최적화 연구실

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

Data Mining Lab. 데이터마이닝 연구실

Data Mining, Social Network Analysis, Graph Mining, Clustering, Oracle-based mining

Interactive Machine Intelligence Lab. 인터렉티브 머신 인텔리전스

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

Statistical Decision Making Lab. 통계적 의사결정

Statistics, Machine Learning, Reinforcement Learning

Interactive Multimodal Machine Learning lab. 인터랙티브 멀티모달 기계학습 연구실

Multimodal Learning, Generative AI, Interactive AI

Wireless & Mobile Networking Lab. 무선 및 모바일 네트워킹 연구실

Computer networks, AI/ML for communications and networks (e.g., DRL and FL), communications for mobility

Natural Language Processing Lab.

Natural Language Processing, Large Language Models, Knowledge Editing, Retrieval-Augmented Generation, Reasoning

Autonomous Systems and Decision-making Lab. 자율 시스템 및 의사결정 연구실

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

Safe Artificial Intelligence Lab. 안전한 인공지능

Privacy-preserving Machine Learning (PPML), Fairness-aware Machine Learning, Adversarial Machine Learning

Scientific Artificial Intelligence Lab. 과학인공지능 연구실.

Advanced scientific computing, Autonomous laboratory, AI for materials science

UNIST Vision and Learning Lab. 유니스트 시각처리 및 학습 연구실

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

Intelligent System Software Lab.(ISSL). 지능형 시스템 소프트웨어 연구실

System software for machine learning, ML augmented system software, Scalable parallel and distributed computing, computer systems security

Visual Information Processing Lab. 시각정보처리 연구실

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

Signal Processing Lab. 신호처리연구실

Representation, Compression, and Recognition of Image, Color, 3D Geometry Data

Laboratory of Advanced Imaging Technology ( LAIT ). 컴퓨터 비전 및 바이오 영상신호처리 연구실

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. 기계지능 및 정보학습 연구실

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

CORE Lab. 전산 노물리 및 실험 연구실

AI-Based Nuclear Engineering, GPU Acceleration, Digital Twin, Reactor Anomaly Diagnosis with AI, XAI

Data Intelligence Lab. 데이터 인텔리전스 연구실

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

Financial Engineering Lab. 금융공학연구실

Financial Engineering, Personal/Household Finance, Optimization, Machine Learning, AI for Finance

Intelligent Computing & Codesign Lab. ( ICCL ) 지능형 컴퓨팅 및 통합설계 연구실

Algorithm-hardware-software co-design, AI and neural network processors, Electronic design automation, Architecture and compilers for embedded system.

AI & Communications Networks Lab. 인공지능 & 통신네트워크 연구실

Agentic AI, decentralized networks, semantic communications, holographic MIMO, covert communications

Radiation & Medical Intelligence Lab. 방사선 및 의료 지능 연구실

Deep Learning (AI) Application in Medical Domain, Computer Vision, Radiological Physics, Medical Imaging

Machine Learning and Optimization Lab.

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

Intelligence and Control-based BioMedicine Lab. 지능 및 제어 기반 생명의학

AI-based Medical Device, Medical Digital Twin, Clinical Decision Support, Digital Healthcare, Medical Informatics

Intelligent Remote sensing and geospatial Information Science (IRIS) Lab. 환경원격탐사/인공지능 연구실

Remote Sensing, Disaster Monitoring and Prediction, Climate Change, Data Fusion, Machine Learning, Deep Learning

Service Engineering & Knowledge Discovery Lab. 서비스지능 연구실

Knowledge Service, Service Intelligence, Knowledge Discovery

AI Cognition Optimization with Reinforcement & Exploration (AI-CORE) Lab. 지능 최적화 및 강화학습 연구실

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

Robotics and Mobility Lab. 로보틱스 및 모빌리티 연구실

control theory, motion planning, optimization methods, learning-based algorithms, robotics, autonomous systems, future mobility, self-driving cars safe learning-based algorithms, behavior/intent prediction, safety against malicious attacks, high-performance robotic maneuvers, traffic control for self-driving cars, energy-efficient driving

Intelligent Manufacturing & Materials Lab. 지능형 생산 및 소재 연구실

AI Based Manufacturing Technology, AI-PHM, Smart Mechanical Systems

Changwook Jeong Research Group. 정창욱 연구 그룹

Robust PDE surrogate modeling, AI-enabled forward–inverse Co-optimization (semiconductors), Machine learning potential (MLP), Material discovery

3D Vision & Robotics Lab. 3차원 비전 및 로보틱스 연구실

3D Vision: 3D Generation, 3D Reconstruction, 3D Scene Understanding. Robotics: SLAM/Sensor Fusion, 3D Perception, Collaborative Robot

Photonic Intelligence Lab. 광지능 연구실

Nanophotonics, Semiconductor Photonics, Optical Neural Network, Computer Vision, Deep Learning

System Software Lab. 시스템 소프트웨어 연구실

Cloud computing, Machine learning platforms and systems, Storage systems

Physical AI for Transfomative Materials Discovery

Reticular Chemistry, Algorithm, Metal–Organic Frameworks (MOFs), Autonomous Experimentation

Generative Intelligence Lab. 생성지능연구실.

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

Machine Learning & Intelligent Control Lab. 기계학습 및 지능형제어 연구실

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

Computer Architecture and Co-Design Research Group. 컴퓨터 시스템 아키텍처 연구실

Computer Architecture and Systems, Hardware-Software Co-Design for AI Applications, AI Accelerator Design (NPU/PIM)