• 👨‍⚕️ I'm AI Researcher & Engineer (Google Scholar)
• 😆 Currently, I'm interested in Generative Models, Variational Inference, Disentangled Representation Learning, and Medical AI.
• 📞 Contact Me : [email protected]

• B.S.
  • School of IT Convergence, University of Ulsan (2020.03-2026.02)

• CVML Lab @University of Ulsan

  • Cerebral Infraction, Early Neurological Deterioration Research collaboration with Ulsan University Hospital (2025.03-2025.12)
  • Adolscent Idiopathic Scoliosis Clustering Research collaboration with Asan Medical Center (2024.05-2024.12)

• Guam Software Engineering Short-Term Training (2025.06.30-2025.07.04, 5 days)

• ETRI

  • 2025 Winter Research Internship (2025.01-2025.02)

• deep daiv.

  • '24 Spring Challenge, Team Medical AI - Mentor (2024.04-2024.07)
  • '24 Winter Challenge, Team Medical AI - Member (2024.02-2024.04)
  • '23 Summer Challenge, Team Medical AI - Member (2023.08-2023.10)

APA Format + Author Contributions

• DH Kim, SH Park, DW Kwon, CS Lee, DH Lee, JH Cho, CJ Hwang. (2025). Classification of Adolescent Idiopathic Scoliosis Curvature Using Contrastive Clustering. Spine (Published, but it's not final form.)

• Soon.

• Kim, H. D.¹, Kim, M. G.¹, Kim, J.¹, Kwon, D. W.², Jo, D.^*, Kim, D.^* (2025). Welding Bead Estimation with a Conditional Diffusion-based Generative Model for Constructing a VR Training Simulator. Journal of information and communication convergence engineering, 23(2), 144-153.
• 권다운^*. (2024). U-Net 기반 아키텍처를 활용한 울혈성 심부전 환자 폐부종 진단 방법론 연구. Journal of the Korea Institute of Information & Communication Engineering, 28(4).

• 권다운¹, 김민규², 김대환^2,*. (2023). BeVe-VAE: 벡터 직교성 규제를 통한 분리 표현 학습. 한국정보통신학회 학술대회논문집, in Press.
• Dawoon Kwon¹, Daehwan Kim^*. (2025). AlCheNet: A Pathology-informed Graph Representation of Channel-wise EEG for Alzheimer’s Disease Classification. International Conference on Future Information & Communication Engineering. 84-88
• 권다운¹, 김대환^*. (2024). SRL-AE: ECG 데이터 이상치 탐지에 강인한 오토인코더 알고리즘. 대한전자공학회 학술대회, 647-651.
• 권다운¹, 장소현¹, 권보영¹, 박준영^*. (2023). 머신러닝을 활용한 당뇨병 환자의 관상 동맥 질환 모델 개발. 한국통신학회 학술대회논문집, 1101-1102.

• 2025 제58회 한국정보통신학회 추계종합학술대회, 우수논문상
• 2025 괌 SW 단기 연수 해커톤 경진대회 - 최우수상(2등, 2nd Prize 🥈)
• 2025 울산대학교 캡스톤 디자인 경진대회, 논문 분야 - 최우수상(1등, 1st Prize 🥇)
• 2025 울산대학교 캡스톤 디자인 경진대회, 졸업 작품 분야 - 최우수상(2등, 2nd Prize 🥈)