Yoonhyuk Choi

Yoonhyuk Choi

Assistant Professor

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- 2025. 12. 17. 기준 임시 마감

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publications

Recommendation System and Method for Performing Personalized Recommendation by Integrating Edge Information in Hyperbolic Space

10-2025-0137767 (2025-09-24)

Yoonhyuk Choi, Taewook Ko, Chong-Kwon Kim

Apparatus and Method of Processing Learning of Graph Neural Network by Using Adaptive Pass Filter

KR) 10-2025-0140543

Taewook Ko, Yoonhyuk Choi, Chong-Kwon Kim

메시지 전달 기반 다중 클래스 그래프 신경망 학습 방법 및 이를 위한 다중 클래스 그래프 신경망 장치

10-2025-0157978 (2025-10-28)

Yoonhyuk Choi

특징 행렬과 가중치 행렬의 동시 이동을 이용한 그래프 신경망 학습 장치, 시스템 및 이에서의 학습 방법

10-2025-0158294 (2025-10-28)

Yoonhyuk Choi

조건부 메시지 전달 제어를 통한 그래프 신경망의 학습 방법, 이를 위한 학습 장치 및 이를 포함하는 그래프 신경망 시스템

10-2025-0163421 (2025-11-3)

Yoonhyuk Choi

PAC-Bayes 스펙트럼 최적화를 통해 쉬프 그래프 신경망을 학습시키기 위한 학습 장치, 학습 방법 및 기록 매체

10-2025-0212734 (2025-12-09)

Yoonhyuk Choi

인공지능 기반 블랙박스 자동 신고 방법, 이를 수행하는 기록 매체 및 장치

10-2026-0085564 (2026-05-12)

Yoonhyuk Choi

그래프 신경망을 이용한 데이터 처리 장치 및 방법

10-2026-0127408 (2026-07-10)

Yoonhyuk Choi

LLM-Guided Review Condensation for Text-Convolutional Recommendation

IEEE Access 2026

Yoonhyuk Choi, Chong-Kwon Kim

Uncertainty-Aware Adaptive Edge Blocking in Heterophilic Graph Neural Networks

TIST 2026 ACM Transactions on Intelligent Systems and Technology

Jiho Choi, Yumin Lee, Chanran Kim, Hawon Shin, Chong-Kwon Kim, Yoonhyuk Choi