- Nice to meet you! I'm Juhyuk Han, a developer with a strong desire to contribute to society through Artificial Intelligence.
- Notion Profile Link : https://believed-cupcake-1a3.notion.site/Profile-a8cd0ceb055244ed9963cee230ad7150?pvs=4
- M.S in Department of Software Convergence, Kyung Hee University, 2023.03 ~ Present.
- B.E. in Department of Software Convergence, Kyung Hee University, 2017.03 ~ 2023.02.
- Machine Learning & Deep Learning
- Meta Learning
- Natural Language Processing
- Parameter Efficient Fine-tuning
- M.S. Student at AIMS (Artificial Intelligence in Medicine and Science) Lab, Kyung Hee University, 2023.02 ~ Present.
- Undergraduate Researcher at AIMS (Artificial Intelligence & Medical Science) Lab, Kyung Hee University, 2021.07 ~ 2023.02.
- Sunghwan Moon, juhyuk Han, Won Hee Lee, "Federated Learning for Brain Age Prediction", Proceedings of the Korea Software Congress (KSC), 2021.
- Juhyuk Han, Seo Yeong Kim, Junhyeok Lee, Won Hee Lee, "Brain Age Prediction: A Comparison between Machine Learning Models Using Brain Morphometric Data.", MDPI, Sensors, 2021
- Juhyuk Han, Junhyeok Lee, Won Hee Lee, "Investigating Individual Variability in Neuroimaging-Based Brain Age Estimation Using Interpretable Machine Learning", Proceedings of the Korea Software Congress (KSC), 2022.
- Junhyeok Lee, Juhyuk Han, Won Hee Lee, "Anomaly Detection in Brain MRI with Generative Adversarial Networks", Proceedings of the Korea Computer Congress (KCC), 2023.
- Juhyuk Han, Tae Seong Kim, Hye Jeong Jo, Won Hee Lee, "LMR-CL: Learning Modality-Fused Representations with Contrastive Loss for Multimodal Emotion Recognition", Proceedings of the Korea Computer Congress (KCC), 2023.
- Winning of the first prize in the SW-Centered University (SW 중심 대학) hosted Software Festival for the implementation of 'User-friendly Music Composition Algorithm Based on EEG'. (2021 12.)
- Received the Grand Prize in the [LINC+] 2021 2nd Semester Capstone Design Competition for the implementation of 'User-friendly Music Composition Algorithm Based on EEG'. (2021 12.)
- Received an Honorable Mention in the 2nd Shipbuilding/Maritime Industry Big Data/AI College Student Competition for Digital Innovation in the Shipbuilding/Maritime Industry, hosted by Hyundai Heavy Industries (현대 중공업). (2022.02.)
- Ranked 3rd in the Software Convergence Dacon Data Analysis Competition hosted by a Software-Centric University (SW 중심 대학). (2022.06.)
- Awarded Excellence Prize in the Main Round of the AI Competition hosted by Dacon and Software-Centric University (SW 중심 대학). (2022.11.)
- Winning of the 2022 academic award (학술상) at KHU
- Summa Cum Laude graduate student at Software Convergence, Kyung Hee University. (2023.02.)
- Team AIMS (Juhyuk Han, Hye Jeong Jo, Tae Seong Kim) won the 2nd prize award (Winner of the Minister of Science and ICT Award, 과학기술정보통신부장관상 수상) at the 2023 ETRI Human Understanding Artificial Intelligence Paper Contest (휴먼이해 인공지능 논문경진대회). (2022.07.)