Ph.D Students
Yo Han Lee 이요한 (PhD student since March 2024), Lab Leader
Email: utopiamath@yonsei.ac.kr
Research Area: Big Data Analytics, Deep Learning
Publications & Awards:
COVID-19 Policies and Payment Delays: Panel Data Insights from Korea's Food Industry, Minkyoung Kim, Gun Il Kim, Yo Han Lee and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2025.
Gun Il Kim 김건일 (PhD student since September 2021)
Email: kim_gunil_94@yonsei.ac.kr
Research Area: Natural Language Processing, Efficient AI, Multi-modal AI
Publications & Awards:
COVID-19 Policies and Payment Delays: Panel Data Insights from Korea's Food Industry, Minkyoung Kim, Gun Il Kim, Yo Han Lee and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2025.
An Approach on Improving the Recommender System: Predicting Movie Genres Based on Plot Summaries, Gun Il Kim, Jae Heon Kim, Minkyoung Kim, Taekyoung Kwon, and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2024.
Classification of mathematical test questions using machine learning on datasets of learning management system questions, Gun Il Kim, Sungtae Kim and Beakcehol Jang, PLOS ONE, October 2023. (IF 2021: 3.752)
HSGA: A Hybrid LSTM-CNN Self-Guided Attention to predict the future diagnosis from discharge narratives, Gaspard Harerimana, Gun Il Kim, Jong Wook Kim, and Beakcheol Jang, IEEE Access, September 2023. (IF 2021: 3.476)
Petroleum price prediction with CNN-LSTM and CNN-GRU using Skip-Connection, Gun Il Kim and Beakcheol Jang, Mathematics, January 2023. (IF 2021: 2.592)
Deep similarity analysis and forecasting of actual outbreak of major infectious diseases using Internet-sourced data, Beakcheol Jang, Yeongha Kim, Gun Il Kim, and Jong Wook Kim, Elsevier Journal of Biomedical Informatics (JBI), September 2022. (IF 2021: 8.0, JCR IF Top 10%)
Min Kyoung Kim 김민경 (Integrated PhD student since September 2021)
Email: minky@yonsei.ac.kr
Research Area: Deep Learning, Data Mining, Graph Neural Networks
Publications & Awards:
Forecasting epidemic spread with recurrent graph gate fusion transformers, Minkyoung Kim, Jae Heon Kim, and Beakcheol Jang, IEEE Journal of Biomedical Health Informatics (JBHI), February 2025. (IF 2023: 6.7, JCR IF Top 10%)
COVID-19 Policies and Payment Delays: Panel Data Insights from Korea's Food Industry, Minkyoung Kim, Gun Il Kim, Yo Han Lee and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2025.
An approach on improving the recommender system: Predicting movie genres based on plot summaries, Gun Il Kim, Jae Heon Kim, Minkyoung Kim, Taekyoung Kwon, and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2024.
Jin Seok Yang 양진석 (PhD student since March 2021)
Works at Fount Investment
Email: finengineer@yonsei.ac.kr
Research Area: Natural Language Processing, Information Retrieval, Alternative Data Analytics
Publications & Awards:
Climate policy uncertainty and its impact on real estate market dynamics: A sectoral and regional analysis, Chulyoung Cho, Jinseok Yang and Beakcheol Jang , PLOS ONE, October 2024. (IF 2022: 3.7)
Heterogeneous macroeconomic factors' effects on stocks across sizes, styles, and sectors in the South Korean market, Chulyoung Cho, Jinseok Yang, and Beakcheol Jang, PLOS ONE, April 2024. (IF 2022: 3.7)
Chul Young Cho 조철영 (PhD student since March 2021)
Works at KOSCOM
Email: ccykoscom@gmail.com
Research Area: Deep Learning, XAI, Time Series Forecasting in Finance, BlockChain (Smart Contract)
Publications & Awards:
Climate policy uncertainty and its impact on real estate market dynamics: A sectoral and regional analysis, Chulyoung Cho, Jinseok Yang and Beakcheol Jang , PLOS ONE, October 2024. (IF 2022: 3.7)
Heterogeneous macroeconomic factors' effects on stocks across sizes, styles, and sectors in the South Korean market, Chulyoung Cho, Jinseok Yang, and Beakcheol Jang, PLOS ONE, April 2024. (IF 2022: 3.7)
Jung Hwa Lee 이정화 (PhD student since September 2021)
Works at AI Lab of SK Telecom
Email: jhwa.lee@yonsei.ac.kr
Research Area: Deep Learning, Multi-modal AI, XAI
Publications & Awards:
Autoregressive Decoder with Extracted Gap Sessions for Sequential/Session-based Recommendation, Jaewon Chung, Jung Hwa Lee, and Beakcheol Jang, IEEE Access, July 2023.(IF 2021: 3.476)
Chang Soo Kim 김창수 (PhD student since March 2022)
Works at CCmedia Service Co.,Ltd
Email: moon0529@yonsei.ac.kr
Research Area: Big Data, Deep Learning, Artificial Intelligence, Recommendation System
Geun Sang Park 박근상 (PhD student since March 2022)
Works at Parkor Korea Indus Co., Ltd.
Email: pgs0871@parkor.co.kr
Woo Sung Jang 장우성 (PhD student since September 2022)
Works at CDO - AI BigData of LG Electronics
Email: jws19940212@gmail.com
Research Area: AI for Healthcare and Life Sciences
Chang Reung Park 박창릉 (PhD student since March 2023)
Works at KIST
Email: crpark325@gmail.com
Research Area: Natural Language Processing (NLP), Big Data Platform
Publications & Awards:
COVID-19 outbreak prediction using Seq2Seq+Attention and Word2Vec Keyword time series data, Yeongha Kim, Chang-Reung Park, Jae-Pyoung and Beakcheol Jang, PLOS ONE, April 2023. (IF 2021: 3.752)
Yeon Kyung Kang 강연경 (PhD student since March 2023)
Works at Korea Mouse Phenotyping Center
Email: whachozang@yonsei.ac.kr
Research Area: Biomedical Text Mining, Deep Learning, Computational Biology
Jin Hee Park 박진희 (PhD student since March 2023)
Works at AI Video Analysis Research Team of XIILAB
Email: jpark0331@yonsei.ac.kr
Research Area: Big Data, Deep Learning, Generative AI
Ji Hong Kang 강지홍 (Integrated PhD student since March 2023)
Works at NICE Information Service Co.,Ltd.
Email: kangjh905@naver.com
Research Area: Big Data Analytics, Credit Scoring Models, Algorithmic Fairness & Interpretability, Alternative Data & Credit Assessment.
Jae Won Ahn 안제원 (PhD student since September 2023)
Works at CDO - AI Big Data of LG Electronics
Email: ahnjawon@naver.com
Research Area: NLP, Multi-Modal AI, AI for Healthcare
Sung Moon Ahn 안성문 (PhD student since September 2023)
Works at Big Data Center of NH Investment & Securities
Email: sungmoon@nhqv.com
Research Area: Natural Language Processing, Large Language Modeling, Speech Recognition, Knowledge Graphs
Jaeik Lee 이재익 (PhD student since March 2024)
Works at ABI KOREA (OB Beer)
Email: jake.lee@yonsei.ac.kr
Research Area: Causal Inference, Time-series Forecasting
Kyounwoo Kim 김견우 (PhD student since March 2024)
Works at CCmeda Service
Email: k2wackie@yonsei.ac.kr
Research Area: Deep Learning, Block Chain
Jong Kil Hong 홍종길 (PhD student since September 2024)
Works at LG Energy Solution
Email: spyshong@naver.com
Research Area: Big Data Analytics, Deep Learning, Domain shift