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김선주 (Kim, Seon Joo) |
Computer Vision, Computer Graphics, Computational Imaging, Machine Learning |
Computational Intelligence & Photography |
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김영석 (Kim, Youngsok) |
Computer architecture, System software, Processor performance modeling and scheduling, GPU-based parallelization, FPGA-based hardware acceleration |
High Performance Computing Platforms |
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김재형 (Kim, Jaehyung) |
Machine Learning, Natural Language Processing, Language Model |
Machine Learning for Language |
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김지응 (Kim, Jieung) |
Programming Language Theory, Formal Verification, System Software Reliability, Neural Network Reliability |
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노알버트 (No, Albert) |
Learning Theory, Information Theory, Differential Privacy, Generative Diffusion Models, DNA Storage, and bioinformatics |
Information Systems Laboratory (ISL) |
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박광현 (Park, Kwanghyun) |
Data-centric artificial intelligence, DBMS for ML lifecycle, ML-based DBMS optimization, Big data system, Cloud system, Hardware-data platform co-design |
Big Data Systems & AI |
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박상현 (Park, Sanghyun) |
Video anomaly detection, Database tuning, Time series prediction, Artificial intelligence-based drug development, Reinforcement learning |
Data Engineering |
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박영준 (Park, Yongjun) |
Deep learning compiler, GPU/NPU/PIM target system SW optimization (compiler, runtime), AI accelerator design and compiler support |
Application-aware System Optimization |
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백종덕 (Baek, Jongduk) |
Medical artificial intelligence, Medical imaging system, X-ray image quality improvement, Image quality evaluation, Medical image processing |
AI Powered Medical Imaging Systems |
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벅스텔러 번트 (Burgstaller, Bernd) |
Blockchain, Multicore and GPU Parallelism, PIM, Heterogeneous Persistent Memory, High-Level Language Memory Model, Compilers and Virtual Machines |
ELC (Embedded Systems Languages and Compilers) |
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송도경 (Song, Dokyung) |
System Security, Operating System Security, Binary Reverse Engineering, Program Analysis, Confidential Computing |
Secure Systems |
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안형찬 (An, Hyung-Chan) |
Algorithm design, Combinatorial optimization, Approximation algorithm, Online algorithm, Theoretical computer science, Optimization technique application |
Combinatorial Optimization |
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양밍쉬안 (Yang, Ming-Hsuan) |
Pattern Analysis and Machine Intelligence, Computer Vision, Neurocomputing |
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여진영 (Yeo, Jinyoung) |
Large language models, Natural language processing, Dialogue agents, Artificial general intelligence |
Language & AGI |
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유영재 (Yu, Youngjae) |
Multimodal learning, Computer vision, Natural language processing, Common sense reasoning |
Multimodal Intelligence Research |
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이경우 (Lee, Kyoungwoo) |
Soft error, Reliability, Fault tolerance, IoT-based medical service, Machine learning-based medical service, Artificial neural network accelerator |
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이경호 (Lee, Kyong-Ho) |
Knowledge Graph, Graph Representation Learning and Inference, Recommendation System, Conversational Model |
Internet Computing |
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이동하 (Lee, Dongha) |
Data mining, Text mining, Natural language processing, Information retrieval, Recommendation system |
Data Intelligence |
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이병주 (Lee, Byungjoo) |
Esports, Human-Computer Interaction, Ergonomics, Data Science, Optimization, Reinforcement Learning |
Esports |
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이봉신 (Lee, Bongshin) |
Human-AI Interaction, Human-Computer Interaction, Human-Data Interaction, Data Visualization, Inclusive Data Experience |
Bongshin Lee |
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이수경 (Lee, Su-Kyoung) |
Internet of Things, Edge computing, Autonomous vehicle communication, Intelligent IoT service, Distributed networking system, 6G wireless communication |
Wireless Networking |
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이영운 (Lee, Youngwoon) |
Reinforcement Learning, Robot Learning, Machine Learning |
Reinforcement Learning and Robot Learning |
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이원석 (Lee, Won Suk) |
Big data analysis, Stream self-learning, Reproduction data (anonymous data) processing, Image recognition, Cloud-edge |
Database |
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이인권 (Lee, In-Kwon) |
Computer Graphics, Virtual Reality, Emotional Computing, Music Technology, Human-Computer Interaction |
Computer Graphics and Applications |
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정진규 (Jeong, Jinkyu) |
Operating systems, Storage systems, Cloud computing, Machine virtualization, Mobile systems |
Scalable Systems Software |
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조성배 (Cho, Sung-Bae) |
Hybrid deep learning, Neuro-symbolic artificial intelligence, Trustworthy AI, Deep learning application |
Soft Computing |
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차호정 (Cha, Hojung) |
Operating system, Mobile computing, On-device AI, Cross-device web, Batteryless system, Machine learning-based system optimization |
Mobile Embedded System |
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한동준 (Han, Dong-Jun) |
Distributed/Federated Learning, On-Device AI, Trustworthy AI, Efficient AI, Wireless Network |
Edge AI |
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한승재 (Han, Seungjae) |
Cloud-Edge Computing, Internet of Things, Indoor Location Prediction, Distributed Learning, Deep Reinforcement Learning, Software Defined Networking |
Mobile Networking |
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한요섭 (Han, Yo-Sub) |
Theory of computation, Automata theory, Algorithm design, Information retrieval, Natural Language processing, Neural-symbolic model |
Theory of Computation |
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황성재 (Hwang, Seong Jae) |
Computer Vision, Machine Learning, Medical Image Analysis, Alzheimer's |
Medical Imaging & Computer Vision |
