Jeon Hyuna 전현아

Affiliation: M.S. Student in Department of Artificial Intelligence, Hanyang University, 2025.03~

Research: Recommendation, Ontology, Knowledge Graph, LLM, Multimodal

Office: Fusion Tech Center 304

News

[2026.11] Jeon Hyuna, 'StateMoE: Robust Multimodal Recommendation under Mixed Modality Corruptions' accepted to WSDM 2027 Findings 🎉

[2026.08] Jeon Hyuna*, Lee Jaeyoung*, 'Bridging Time Series and Language via Query-Adaptive Multi-Granularity Routing for Temporal Reasoning' accepted to EMNLP 2026 Main Conference 🎉

[2026.08] Park Jiin*, Jeon Hyuna* et al., 'Ontology-Based Knowledge Graphs for Industrial Standards with Scope-Aware Logical Rule Structuring' accepted to EMNLP 2026 Main Conference 🎉

[2026.08] Jeon Hyuna, 한국데이터마이닝학회(KDMS) 최우수논문상 수상

[2026.01] Lee Jaeyoung, Jeon Hyuna, Kim Uiin, 'BearGen: LLM-Guided Signal Generation Framework for Bearing Fault Diagnosis' accepted to Advanced Engineering Informatics 2026 (Impact Factor 11.5, JCR ranking 2%) 🎉

[2025.12] Park Jiin*, Jeon Hyuna*, Lee Yoonseo, '계층 구조 및 조건부 모델링을 활용한 산업 규격 문서 전용 온톨로지 기반 지식 그래프 구축 및 구조 인지형 검색 증강 생성 파이프라인' 특허 출원

[2025.11] Jeon Hyuna, '아이템 추천 방법, 이를 이용한 장치 및 프로그램' 특허 출원

[2025.08] Jeon Hyuna, 한국데이터마이닝학회(KDMS) 최우수논문상 수상

[2025.08] Jeon Hyuna, 2025년 한국연구재단 석사과정생연구장려금지원사업 (이공학학술연구기반구축(R&D)) 과제 선정

International Papers

StateMoE: Robust Multimodal Recommendation under Mixed Modality Corruptions
WSDM (ACM International Conference on Web Search and Data Mining, Feb. 2027)
#Findings (Acceptance Rate 12.6%) [정보과학회 S급 학술대회]
#Multi-modal #Recommendation #Mixture-of-Experts

Hyuna Jeon and Misuk Kim✝

Bridging Time Series and Language via Query-Adaptive Multi-Granularity Routing for Temporal Reasoning

EMNLP (Conference on Empirical Methods in Natural Language Processing, Oct. 2026)
#Main (Acceptance Rate 15.4%) [정보과학회 S급 학술대회]
#Time Series #LLM #Temporal Reasoning

Hyuna Jeon*, Jaeyoung Lee* and Misuk Kim✝ (*: equal contribution)

[PDF]

Ontology-Based Knowledge Graphs for Industrial Standards with Scope-Aware Logical Rule Structuring

EMNLP (Conference on Empirical Methods in Natural Language Processing, Oct. 2026)
#Oral #Main (Acceptance Rate 15.4%) [정보과학회 S급 학술대회]
#Knowledge Graph #Ontology #Information Extraction

Jiin Park*, Hyuna Jeon*, Yoonseo Lee and Misuk Kim✝ (*: equal contribution)

[PDF]