KOR ENG
Research

Research Field

UNIST AIGS

Helping People, Driving Innovation,

and Advancing Industry through AI

Efficient
AI
Overcoming Data Scarcity
AI technology that efficiently utilizes data to achieve optimal performance.
  • Multi-task Learning
  • Human-in-loop & Active Learning
  • Federated Learning
  • Learning-based Optimization
  • Continual Learning
  • Learning-based Optimization
General-Purpose
AI
Developing General-Purpose AI (AGI)
AI technology that discovers knowledge independently by reasoning causal relationships
  • Automated Machine Learning
  • Causal Learning
  • Meta-Learning
  • Multi-Modal Learning
  • Generative Models
Robust
AI
Ensuring Reliable AI Predictions
Robust AI capable of adapting reliably to new tasks
  • Robust Learning
  • Semi-supervised Learning
  • Unsupervised Learning

Task

Accumulating future AI core technologies through innovative
collaborative research by integrating Core AI and applied research

Activating Collaborative ResearchSecuring Core Technologies

  • Resource Managemen

    Developing dynamic resource management systems for deep learning

  • Systems

    Developing AI software and hardware accelerator systems for autonomous driving

  • Communications

    Developing AI-based next-generation intelligent communication systems

  • Embedded AI

    Efficient AI technologies for on-device and edge devices

  • Finance

    Developing AI-based asset management models for investment

  • Natural Sciences

    Developing new materials and conducting astronomical research using AI

  • Climate & Disaster AI

    Conducting climate research using AI

  • 3D Vision

    Developing next-generation 3D visual intelligence technologies

  • Robotics

    Developing next-generation intelligent robot (agent) technologies

  • Healthcare

    Developing robust and generalizable AI technologies for bioelectrical signal processing

  • Transportation & Logistics

    Developing next-generation AI technologies for transportation

  • Manufacturing

    Developing learning-based manufacturing optimization technologies

  • Security

    Developing safe AI for personal data protection and software-verified AI for reliability enhancement

  • NLP & Multimodal AI

    Developing next-generation multimodal interactive dialogue model technologies

  • Conducting research on 10 high-impact applied topics
  • Promoting collaborative research across these topics
  • Securing core AI technologies for applied research through cooperation among Core AI areas