Alumni
PhD
Myeonginn Kang (강명인)
Ph.D. in Industrial Engineering, Sungkyunkwan University, 2024.02.
Dissertation: Knowledge Distillation of Regression Neural Network
Current Affiliation: Samsung Advanced Institute of Technology
E-mail: kmi0228@skku.edu
MS
Youngjae Bae (배영재)
M.S. in Industrial Engineering, Sungkyunkwan University, 2024.02.
Thesis: Supervised Contrastive Learning for Wafer Map Pattern Classification
Current Affiliation: Samsung Electronics
E-mail: qodudwos@gmail.com
Sunbin Lee (이선빈)
M.S. in Industrial Engineering, Sungkyunkwan University, 2023.08.
Thesis: Dynamic Ensemble of Local Experts for Classification
Current Affiliation: TBD
E-mail: gozjd1234@naver.com
Eugene Yang (양유진)
M.S. in Industrial Engineering, Sungkyunkwan University, 2023.08.
Thesis: Mixup-Based Regularization for Self-Supervised Learning
Current Affiliation: MakinaRocks
E-mail: cneyang@g.skku.edu
Yoonhyung Lee (이윤형)
M.S. in Industrial Engineering, Sungkyunkwan University, 2023.08.
Thesis: Dynamic Ensemble of Local Regression Neural Networks for Data-Decentralized Environments
Current Affiliation: LG Energy Solution
E-mail: lyhyung1013@naver.com
Jisu Yoo (유지수)
M.S. in Industrial Engineering, Sungkyunkwan University, 2023.02.
Thesis: Class-Adaptive Policy Optimization for Data Augmentation
Current Affiliation: LG Energy Solution
E-mail: yoo171084@gmail.com
Jeongmin Hong (홍정민)
M.S. in Industrial Engineering, Sungkyunkwan University, 2023.02.
Thesis: Knowledge Distillation for Efficient Anomaly Detection
Current Affiliation: SK Hynix
E-mail: zosejtm318@g.skku.edu
Jongwook Son (손종욱)
M.S. in Industrial Engineering, Sungkyunkwan University, 2023.02.
Thesis: Selective Test-Time Augmentation for Efficient Accuracy Improvement
Current Affiliation: LG Energy Solution
E-mail: jwson0308@gmail.com
Hyungu Kang (강현구)
M.S. in Industrial Engineering, Sungkyunkwan University, 2022.02.
Thesis: Combining Deep Learning with Domain Knowledge for Wafer Map Pattern Classification
Current Affiliation: PhD Student, SKKU
E-mail: via_monoh@naver.com
Jaeho Kim (김재호)
M.S. in Industrial Engineering, Sungkyunkwan University, 2022.02.
Thesis: Post-Processing Based on Recursive Feedback for Image Segmentation
Current Affiliation: LG Innotek
E-mail: beef.or.pork@gmail.com
Jongmin Han (한종민)
M.S. in Industrial Engineering, Sungkyunkwan University, 2022.02.
Thesis: Uncertainty-Aware Active Learning for Incomplete Data
Current Affiliation: PhD Student, SKKU
E-mail: hjm9702@gmail.com
Suhee Yoon (윤수희)
M.S. in Industrial Engineering, Sungkyunkwan University, 2021.08.
Thesis: Semi-Automation of Wafer Map Pattern Classification with Convolutional Neural Network
Current Affiliation: LG AI Research
E-mail: suhee.y66@gmail.com
Kyoham Shin (신교함)
M.S. in Industrial Engineering, Sungkyunkwan University, 2021.02.
Thesis: Advanced Oversampling Methods for Training Neural Networks
Current Affiliation: LG Energy Solution
E-mail: 21khaiden@gmail.com
Part-Time
Sekwang Rhim (임세광)
M.S. in Semiconductor and Display Engineering, Sungkyunkwan University, 2024.02.
Thesis: Machine Learning-Based Prediction of Wafer Calibration Position of Backside Via Reveal Etch Process
Current Affiliation: Samsung Electronics
E-mail: sekwang23@gmail.com
Narae Kim (김나래)
M.S. in Industrial Engineering, Sungkyunkwan University, 2024.02.
Thesis: 인공신경망을 활용한 제습 로터 설계 최적화
Current Affiliation: Shinsung E&G
E-mail: naraekim@shinsung.co.kr
Yangjoon Kim (김양준)
M.S. in Industrial Engineering, Sungkyunkwan University, 2022.08.
Thesis: 인공지능 기반 VOCs 농축 촉매 산화 시스템 제어 최적화
Current Affiliation: Shinsung E&G
E-mail: kimyj81@shinsung.co.kr