wrhee@snu.ac.kr
Artificial Intelligence (AI)
Deep Learning Theories
Data Science
Information Theory
Optimization
Signal Processing
Full CV: CV W.Rhee 20230826
Short Korean version: CV 이원종교수 20241102 (국문short)
Industrial Experience: LinkedIn page
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Ph.D. Candidate
Diffusion Model
Text-to-Image Generation
Ph.D. Student
Multimodal Deep Learning
Deep Learning in Healthcare
Self-supervised Learning
Continual Learning
Large Language Models
MS Student
Generative Model
Representation Learning
Intellectus (CEO)
Alumnus (MS, 2016.8)
Churn prediction
Machine Learning
Ph.D. candidate, CS, Univ. of Wisconsin-Madison
Alumnus (MS, 2017.2)
Deep Learning
NILM
Ph.D. candidate, CS, Georgia Tech.
Alumnus (MS, 2017.8)
DNN Hyperparameter Optimization
Associate Prof., UNIST
Alumnus (BK Assistant Professor 2017-2018)
Investment Management
Assistant Prof., Univ. of Seoul
Alumnus (Ph.D., 2019.2)
Digital Education
Data Science for Education
AI-based Personalized Learning
Edu-Tech (Technology Enhanced Learning Environment)
Assistant Prof., The Cyber University of Korea
Data Scientist, SAKAK
Neural Networks
ONYX InSight
Alumnus (MS, 2019.8)
Renewable Energy
Predictive Maintenance
SK Hynix
Information Bottleneck
Generative Models
Assistant Prof., Mayo Clinic
Alumnus (Ph.D., 2021.2)
DL for ECG
Adversarial Robustness
Meta Learning
Noul
Alumnus (Ph.D., 2021.8)
Hyperparameter Optimization of DNN
Web API, IoT Software
LVIS
Alumnus (MS, 2021.8)
Adversarial Attack
Assistant Prof., Hankuk University of Foreign Studies
Alumnus (Ph.D., 2022.8)
Natural Langauge Processing
Information Retrieval
LG AI Research
Alumnus (Ph.D., 2023.2)
Information-theoretic Analysis of the DNN Generalization
Traffic Forecasting
Alumnus (Ph.D., 2023.8)
Network Compression
Encoding of DNN
Samsung Advanced Institute of Technology
Alumnus (MS, 2023.8)
Natural Language Processing
Alumnus (Ph.D., 2024.2)
DNN Interpretability
In Europe
ML/DL Acceleration
NAVER
OoD Generalization
Foundation Models
LINE Investment Technologies
Time Series Forecasting
Samsung Research
Alumnus (Ph.D., 2024.8)
MINDS AND COMPANY
Alumnus (MS, 2024.8)
Retrieval-Augmented Generation
Ph.D. 수료
Deep Reinforcement Learning
Ph.D. student, CS, Univ. of Wisconsin-Madison
Multimodality
MedInTech
Alumnus (Ph.D., 2025.2)
Samsung Visual Display Business
Alumnus (MS, 2025.2)
Video-LLMs