Machine Learning
Big Data Systems & AI Lab
👤Professor: Park, Kwanghyun (박광현)
🔬Research Field: Systems for ML, Instance-optimized (learned) systems, H/W and data platform co-design
📍Lab: Engineering Hall 4, D706
Computational Intelligence & Photography Lab
👤Professor: Kim, Seon Joo (김선주)
🔬Research Field: Computer Vision, Computer Graphics, Computational Imaging, Machine Learning
📍Lab: Engineering Hall 4, D707
Data Intelligence Lab
👤Professor: Lee, Dongha (이동하)
🔬Research Field: Text Mining & NLP Applications, Reasoning over Knowledge Graph, Information Retrieval & Recommendation
📍Lab: Engineering Research Park (공학원), 448
Database Lab
👤Professor: Lee, Won Suk (이원석)
🔬Research Field: Big data analysis, stream self-learning, reproduction data (anonymous data) processing, image recognition, cloud-edge
📍Lab: Engineering Hall 4, D811
Decision Intelligence and Learning Lab
👤Professor: Lee, Jongmin (이종민)
🔬Research Field: Reinforcement Learning, Sequential Decision Making, Machine Learning
📍Lab: Engineering Research Park (공학원), 250A
Dependable Computing Lab
👤Professor: Lee, Kyoungwoo (이경우)
🔬Research Field: Soft error, reliability, fault tolerance, IoT-based medical service, machine learning-based medical service, artificial neural network accelerator
📍Lab: Engineering Hall 4, D809
Edge AI Lab
👤Professor: Han, Dong-Jun (한동준)
🔬Research Field: Distributed/Federated Learning, On-Device AI, Trustworthy AI, Efficient AI, Wireless Network
📍Lab: Engineering Hall 4, D720
Human-Data Interaction Lab
👤Professor: Kahng, Minsuk (강민석)
🔬Research Field: Visual Analytics, Data Visualization, Responsible AI, Explainable AI, Human-Computer Interaction
📍Lab: Engineering Hall 4, D804
Information Systems Laboratory (ISL) Lab
👤Professor: No, Albert (노알버트)
🔬Research Field: Learning Theory, Information Theory, Differential Privacy, Generative Diffusion Models, DNA Storage, and bioinformatics
📍Lab: Engineering Research Park (공학원), 449D
Language & AGI Lab
👤Professor: Yeo, Jinyoung (여진영)
🔬Research Field: Large language models, Natural language processing, Dialogue agents, Artificial general intelligence
📍Lab: Engineering Research Park (공학원), 447
Machine Learning for Language Lab
👤Professor: Kim, Jaehyung (김재형)
🔬Research Field: Machine Learning, Natural Language Processing, Language Model
📍Lab: Engineering Research Park (공학원), 430
Medical Imaging & Computer Vision Lab
👤Professor: Hwang, Seong Jae (황성재)
🔬Research Field: Computer Vision, Machine Learning, Medical Image Analysis, Alzheimer's
📍Lab: Engineering Research Park (공학원), 439B
Multimodal Intelligence Research Lab
👤Professor: Yu, Youngjae (유영재)
🔬Research Field: Natural language processing, Vision and language, Multimodal learning, Common sense reasoning
📍Lab: Engineering Research Park (공학원), 427
Reinforcement Learning and Robot Learning Lab
👤Professor: Lee, Youngwoon (이영운)
🔬Research Field: Reinforcement Learning, Robot Learning, Machine Learning
📍Lab: Engineering Research Park (공학원), 439A
Soft Computing Lab
👤Professor: Cho, Sung-Bae (조성배)
🔬Research Field: Hybrid deep learning, neuro-symbolic artificial intelligence, trustworthy AI, deep learning application
📍Lab: Engineering Hall 4, D807