Jiho Gwak, Yuchul Jung, “Utility-Based Preference Training for Effective Synthetic Text Classification,” Mathematics, 14(3):507, 2026.
Seungmin Choi, Yuchul Jung, “Knowledge Graph Construction: Extraction, Learning, and Evaluation,” Applied Sciences, 15(7):3727, 2025.
Heekyum Kim, Yuchul Jung, “Entropy-Guided KV Caching for Efficient LLM Inference,” Mathematics, 13(15):2366, 2025.
Alexander M. Pascual, Erick C. Valverde, Jeong-in Kim, Jin-Woo Jeong, Yuchul Jung, Sang-Ho Kim, Wansu Lim, “Light-FER: A Lightweight Facial Emotion Recognition System on Edge Devices,” Sensors, 22(23):9524, 2022.
Hyuntae Kim, Jongyun Choi, Soyoung Park, Yuchul Jung, “Layout Aware Semantic Element Extraction for Sustainable Science & Technology Decision Support,” Sustainability, 14(5):2802, 2022.
Jongyun Choi, Hyesoo Kong, Hwamook Yoon, Heungseon Oh, Yuchul Jung, “LAME: Layout-Aware Metadata Extraction Approach for Research Articles,” CMC-Computers, Materials & Continua, 72(2):4019-4037, 2022.
Deokjin Seo, Heung-Seon Oh, Yuchul Jung, “Wav2KWS: Transfer Learning from Speech Representations for Keyword Spotting,” IEEE Access, 9:80682-80691, 2021.
Yeonghun Lee, Yuchul Jung, “A Mapping Approach to Identify Player Types for Game Recommendations,” Information, 10(12):379, 2019.
Ohbyung Kwon, Yun Seon Kim, Namyeon Lee, Yuchul Jung, “When Collective Knowledge Meets Crowd Knowledge in a Smart City: A Prediction Method Combining Open Data Keyword Analysis and Case-Based Reasoning,” Journal of Healthcare Engineering, Article 7391793, 2018.
Yuchul Jung, Cinyoung Hur, Muchel Kim, “Sustainable Situation-Aware Recommendation Services with Collective Intelligence,” Sustainability, 10(5):1632, 2018.
Yuchul Jung, “A Semantic Annotation Framework for Scientific Publications,” Quality & Quantity, 51(3):1009-1025, 2017.
Heung-Seon Oh, Yuchul Jung, “Cluster-based Query Expansion using External Collections in Medical Information Retrieval,” Journal of Biomedical Informatics, 58:70-79, 2015.
Yuchul Jung, Cinyoung Hur, Dain Jung, Minki Kim, “Identifying Key Hospital Service Quality Factors in Online Health Communities,” Journal of Medical Internet Research, 17(4):e90, 2015.
Heung-Seon Oh, Yuchul Jung, “External Methods to Address Limitations of Using Global Information on the Narrow-down Approach for Hierarchical Text Classification,” Journal of Information Science, 40(5):688-708, 2014.
Minki Kim, Yuchul Jung, Dain Jung, Cinyoung Hur, “Investigating the Congruence of Crowdsourced Information With Official Government Data: The Case of Pediatric Clinics,” Journal of Medical Internet Research, 2014.
Yuchul Jung, Yoo-mi Park, et al., “Employing Collective Intelligence for User Driven Service Creation,” IEEE Communications Magazine, 49(1):76-83, 2011.
Yuchul Jung, Jihee Ryu, Kyung-min Kim, Sung-Hyon Myaeng, “Automatic Construction of a Large-Scale Situation Ontology by Mining How-to Instructions from the Web,” Journal of Web Semantics, 8(2):110-124, 2010.
Yun Jin, Sung-Hyon Myaeng, Yuchul Jung, “Use of Place Information for Improved Event Tracking,” Information Processing & Management, 43(2):365-378, 2007.
Heung-Seon Oh, Yuchul Jung, “Minimally Supervised Relation Identification from Wikipedia Articles,” Journal of Information Science Theory and Practice, 6(4):28-38, 2018.
Heung-Seon Oh, Yuchul Jung, “Enhancing the Narrow-down Approach to Large-scale Hierarchical Text Classification with Category Path Information,” Journal of Information Science Theory and Practice, 5(3):31-47, 2017.
Sungpil Choi, Yuchul Jung, Sung-Hyon Myaeng, “Optimization of Domain-Independent Classification Framework for Mood Classification,” International Journal of Information Processing Systems, 3(2):73-81, 2007.
Hyunseok Kim, Yuchul Jung, Yong K. Hwang, “Taxonomy of Atomic Actions for Home-Service Robots,” Journal of Advanced Computational Intelligence and Intelligent Informatics, 9(2):114-120, 2005.
곽지호, 정유철, 「저자원 텍스트분류의 성능 향상을 위한 KoBERT기반 카테고리 매핑과 LLM 결합 연구」, 한국정보기술학회논문지, 제23권 제1호, pp.1-11, 2025.
김민근, 정유철, 「키워드의 도메인 속성을 고려한 고품질 키워드 정제기법」, 한국정보기술학회논문지, 제22권 제9호, pp.23-33, 2024.
윤채원, 정유철, 「의도 요소를 고려한 프롬프트 기반 고품질 AI 면접 데이터 선별 시스템」, 한국정보기술학회논문지, 제22권 제7호, pp.83-94, 2024.
윤채원, 양성은, 박재성, 시종욱, 정유철, 김성영, 「생성 AI와 음성 인식을 활용한 메타버스 가상 면접 플랫폼」, 한국정보기술학회논문지, 제22권 제6호, pp.163-173, 2024.
정단호, 김운, 정유철, 「초거대 인공지능 생성 모델 동향 연구」, 한국통신학회지(정보와통신), 제40권 제16호, pp.22-28, 2023.
안홍비, 박소영, 정유철, 「한국어 과학기술 논문 초록 문장 분류를 위한 데이터셋 및 학습모델」, 정보과학회논문지, 제50권 제6호, pp.468-475, 2023.
배광호, 여상엽, 정유철, 「그래프와 트리 구조를 활용한 한국어 문장제 수학 문제 풀이의 성능개선 연구」, 정보과학회논문지, 제49권 제11호, pp.972-980, 2022.
이영훈, 정유철, 「Rethinking ROUGE Scores for Video Game Review Summarization」, 한국정보기술학회논문지, 제20권 제3호, pp.35-46, 2022.
김나경, 조혜진, 이주연, 최재호, 남병욱, 정유철, 「An Intensity Controlled Review Dataset Construction for Automatic Review Generation」, 한국정보기술학회논문지, 제20권 제2호, pp.157-165, 2022.
정준녕, 김상영, 김성태, 이정재, 정유철, 「A Study on Korean Language Honorific Translation using Transformers」, 한국정보기술학회논문지, 제19권 제12호, pp.143-150, 2021.
정준녕, 김상영, 김성태, 이정재, 정유철, 「어텐션기반 측면추출에 기반한 제품리뷰의 측면요약」, 정보과학회논문지, 제48권 제12호, pp.1318-1328, 2021.
Hyuntae Kim, Junhyung Byun, Yoseph Na, Yuchul Jung, “Implementation of Efficient Distributed Crawler through Stepwise Crawling Node Allocation,” Journal of Advanced Information Technology and Convergence, Vol.10, No.2, pp.15-31, 2020.
손성빈, 이선훈, 정준욱, 오흥선, 정유철, 「불확실성을 이용한 딥러닝 기반의 항공 이미지 객체 탐지」, 제어로봇시스템학회 논문지, 제26권 제11호, pp.891-899, 2020.
임연수, 서덕진, 정유철, 「Fine-tuning BERT Models for Keyphrase Extraction in Scientific Articles」, Journal of Advanced Information Technology and Convergence, Vol.10, No.10, pp.45-56, 2020.
손성빈, 정준욱, 오흥선, 정유철, 「실시간 스트리밍을 위한 딥러닝 기반 얼굴마스킹 시스템」, 제어로봇시스템학회 논문지, 제26권 제6호, pp.423-428, 2020.
최종윤, 한혁, 정유철, 「국가 과학기술 표준분류체계 기반 연구보고서 문서의 자동 분류 연구」, 한국산학기술학회논문지, 제21권 제1호, pp.169-177, 2020.
임연수, 서덕진, 정유철, 「한국어 음성 명령어 인식을 위한 자동 데이터 구축」, 한국컴퓨터정보학회논문지, 제24권 제12호, pp.17-24, 2019.
오흥선, 정유철, 「역인덱스 기반 상향식 군집화 기법을 이용한 대규모 학술 핵심어 분석」, 한국산학기술학회논문지, 제19권 제11호, pp.758-764, 2018.
정유철, 김진영 외, 「소비자 네트워킹 환경에서의 사용자 주도 서비스의 효율적 생성」, Journal of Digital Contents Society, 제17권 제6호, pp.479-487, 2016.
정유철, 서동준 외, 「오픈 데이터 플랫폼 동향」, 정보처리학회지, 제23권 제5호, pp.53-63, 2016.
Jiho Gwak, Yuchul Jung, “Beyond Single Representations: Multi-Model Embedding Fusion for Stable TextClassification,” The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Main (Top-tier) (accepted)
Jaesung Park, Seongeun Yang, Chaewon Yoon, Jongwook Si, Yuchul Jung, Sungyoung Kim, “AI English Conversation Coaching Platform in the Metaverse: Focused on Korean Users,” IEEE 18th International Conference on Application of Information and Communication Technologies (AICT), 2024.
Jaesung Park, Seungjae Son, Yuchul Jung, “TEA-VITS: Emotion Voice Synthesis Based on Temporal Emotion Analysis,” IET Conference Proceedings, 2023/2024.
Hyuntae Kim, Soyoung Park, Seongeun Yang, Yuchul Jung, “CILAB@FinTOC-2021 Shared Task: Title Detection and Table of Content Extraction for Financial Document,” Proceedings of the 3rd Financial Narrative Processing Workshop, 2021.
Yeonsoo Lim, Daehyeon Bong, Yuchul Jung, “A Study on Automatic Keyphrase Extraction and Its Refinement for Scientific Articles,” ICWE Workshops, pp.18-21, 2019.
Heung-Seon Oh, Yuchul Jung, “KISTI at CLEF 2017 Patient-Centered Information Retrieval Task-1: Improving Medical Document Retrieval with Query Expansion,” CLEF Working Notes, 2017.
Kyung-Min Kim, Yuchul Jung, Sung-Hyon Myaeng, “A Topic Transition Map for Query Expansion: A Semantic Analysis of Click-Through Data and Test Collections,” Australasian Conference on Artificial Intelligence, pp.648-664, 2016.
Heung-Seon Oh, Yuchul Jung, “KISTI at CLEF eHealth 2016 Task 3: Ranking Medical Documents using Word Vectors,” CLEF Working Notes, pp.103-108, 2016.
Heung-Seon Oh, Yuchul Jung, Kwang-Young Kim, “A Multi-Stage Approach to Re-ranking Medical Documents,” CLEF 2015, LNCS 9283, pp.166-177, 2015.
Yoo-Mi Park, HyunKyung Yoo, Cinyoung Hur, Hyunjoo Bae, Yuchul Jung, “Semantic Service Discovery and Matching for Semi-automatic Service Mashup,” IEEE ICSC 2015, 2015.
Heung-Seon Oh, Yuchul Jung, Kwang-Young Kim, “KISTI at CLEF eHealth 2015 Task 2,” CLEF Working Notes, 2015.
Heung-Seon Oh, Yuchul Jung, “KISTI at TREC 2014 Clinical Decision Support Track: Concept-based Document Re-ranking to Biomedical Information Retrieval,” TREC 2014, 2014.
Heung-Seon Oh, Yuchul Jung, “A Multiple-stage Approach to Re-ranking Clinical Documents,” CLEF Working Notes, pp.210-219, 2014.
Yuchul Jung, Yoonsung Cho, Yoo-mi Park, Taedong Lee, “Automatic Tagging of Functional-goals for Goal-driven Semantic Service Discovery,” IEEE ICSC 2013, 2013.
Jihee Ryu, Yuchul Jung, Sung-Hyon Myaeng, “Actionable Clause Detection from Non-imperative Sentences in Howto Instructions: A Step for Actionable Information Extraction,” TSD 2012, LNCS 7499, pp.272-281, 2012.
Yoo-mi Park, HyunKyung Yoo, Yuchul Jung, Cinyoung Hur, Hyunjoo Bae, “Semantic Web Service Process for Goal-driven Application Creation,” ICIN 2011, pp.127-132, 2011.
Yoo-mi Park, Yuchul Jung, HyunKyung Yoo, Hyunjoo Bae, Hwa-Sung Kim, “EasyApp: Goal-Driven Service Flow Generator with Semantic Web Service Technologies,” ESWC 2011, LNCS 6644, pp.446-450, 2011.
Yoonjung Choi, Yuchul Jung, Sung-Hyon Myaeng, “Identifying Controversial Issues and Their Sub-topics in News Articles,” PAISI 2010, LNCS 6122, pp.140-153, 2010.
Jihee Ryu, Yuchul Jung, Kyung-min Kim, Sung-Hyon Myaeng, “Automatic Extraction of Human Activity Knowledge from Method-Describing Web Articles,” AKBC 2010, 2010.
Yuchul Jung, Sungkooc Lim, Jeong-Hwan Kim, Sangki Kim, “Web Mining Based OALF Model for Context-Aware Mobile Advertising System,” BcN 2009, pp.13-18, 2009.
Yuchul Jung, Jihee Yoo, Sung-Hyon Myaeng, “A Web-based Automated System for Industry and Occupation Coding,” WISE 2008, LNCS 5175, pp.443-457, 2008.
Hogun Park, Yoonjung Choi, Yuchul Jung, Sung-Hyon Myaeng, “Supporting Mixed Initiative Human-Robot Interaction: A Script Based Cognitive Architecture Approach,” IJCNN 2008, pp.4107-4113, 2008.
Youngho Kim, Yuchul Jung, Sung-Hyon Myaeng, “An Automatic Opinion Analysis System Using Domain-Specific Lexical Knowledge,” AIRS 2008, LNCS 4993, pp.466-471, 2008.
Yuchul Jung, Yoonjung Choi, Sung-Hyon Myaeng, “Determining Mood for a Web Blog by Combining Multiple Sources of Evidence,” IEEE/WIC/ACM WI 2007, pp.271-274, 2007.
Yuchul Jung, Joo-Young Lee, Youngho Kim, Jaehyun Park, Sung-Hyon Myaeng & Hae-Chang Rim , "Building a Large-Scale Commonsense Knowledge Base by Converting an Existing One in a Different Language," International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2007), LNCS, vol 4394, pp. 23-34, 2007.
Yuchul Jung, Yoonjung Choi, Hogun Park, Wookhyun Shin, Sung-Hyon Myaeng, “Integrating Robot Task Scripts with a Cognitive Architecture for Cognitive Human-Robot Interaction,” IEEE IRI 2007, pp.152-157, 2007.
Yuchul Jung, Hogun Park, Yoonjung Choi, Sung-Hyon Myaeng, “Designing a Cognitive Case-Based Reasoning Framework for Home Service Robots,” RO-MAN 2007, pp.827-832, 2007.
Youngho Kim, Yuchul Jung, Sung-Hyon Myaeng, “Identifying Opinion Holders in Opinion Text from Online Newspapers,” IEEE GrC 2007, pp.699-702, 2007.
Yuchul Jung, Hogun Park, Sung-Hyon Myaeng, “A Hybrid Mood Classification Approach for Blog Text,” PRICAI 2006, LNAI 4099, pp.1099-1103, 2006.
Yuchul Jung, Yong K. Hwang, Manjai Lee, “Case-Based Reasoning Approach to Task Planning of Home-Service Robots,” The 14th International Conference on Artificial Reality and Telexistence, 2004.
정우제, 정유철, 「GPT Reasearcher 기반 대학 BI 보고서 생성」, Proceedings of KIIT Conference, pp.805-808, 2024.
곽지호, 정우제, 정유철, 「다중 카테고리 텍스트 분류에서의 언어모델 파인튜닝 고찰」, Proceedings of KIIT Conference, pp.315-318, 2024.
박선화, 김민석, 정유철, 「PEFT 방식의 모델 학습을 통한 RAG 모델 성능 개선」, Proceedings of KIIT Conference, 2024.
박소영, 안홍비, 정유철, 「비정형 한국어 과학기술 논문 초록의 문장 분류 실험 비교」, Proceedings of KIIT Conference, pp.245-247, 2022.
정민수, 이승희, 정유철, 「한국어 문서 QA를 위한 도표 인식 프로세스 설계」, Proceedings of KIIT Conference, 2022.
박성환, 정유철, 「얼굴마스크 탐지 구현」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
김용우, 전성배, 정유철, 「유튜브 메타정보를 이용한 자동 주제 분류 고찰」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
김나경, 조혜진, 이혜진, 정유철, 「딥러닝을 이용한 배달 음식점 리뷰 자동 생성」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
정준녕, 김상영, 김성태, 이정재, 정유철, 「OpenNMT를 활용한 한글 존댓말 변환기의 구현」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
정지연, 천지은, 정유철, 「선명화 기법을 이용한 TextFuseNet의 성능 향상」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
유찬영, 서덕규, 정유철, 「Haar Cascade와 DNN기반 실시간 얼굴 표정 및 음성 감정 분석 및 구현」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
이나현, 신재영, 이수민, 정유철, 「영양성분 인식을 위한 FOTS 기반 OCR 구현」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
손동협, 정유철, 「CNN을 이용한 거북목 증후군 진단기의 구현」, 2021년 한국컴퓨터정보학회 동계학술대회, 2021.
이영훈, 이현승, 정유철, 「OCEAN 모델 기반 사용자 게임 성향분석을 위한 매핑 모델의 도출」, 2019년 한국컴퓨터종합학술대회 논문집, pp.1626-1628, 2019.
최종윤, 정유철, 「과학기술 연구동향 파악을 위한 연구방법론의 문장분류」, HCI KOREA 2019, 2019.
서덕진, 김영우, 정유철, 「한글 초록 문장 태깅을 위한 BRAT의 확장 구현」, HCI KOREA 2019, 2019.
Sung-Hyon Myaeng, Yoonjae Jeong, and Yuchul Jung, Experiential Knowledge Mining, Foundations and Trends® in Web Science, Vol. 4, Issue 1, pp. 1-102. (15 Aug. 2013)