Hyunjae Kim

76 papers A* 6A 3Journal 45Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine.
CoRR
Anran Li, Yuanyuan Chen, Wenjun Long, Yu Yin, Yan Hu, Hyunjae Kim, Weipeng Zhou, Yujia Zhou, Hongyi Peng, Yang Ren, Xuguang Ai, Zhenyue Qin, Ming Hu, Xiaoxiao Li, Han Yu, Yih-Chung Tham, Lucila Ohno-Machado, Hua Xu, Qingyu Chen
2026 — conf
Benchmarking Direct Preference Optimization for Medical Large Vision-Language Models.
EACL (Findings)
Dain Kim, Jiwoo Lee, Jaehoon Yun, Yonghoe Koo, Qingyu Chen, Hyunjae Kim, Jaewoo Kang
2026 J jnl
Benchmarking Direct Preference Optimization for Medical Large Vision-Language Models.
CoRR
Dain Kim, Jiwoo Lee, Jaehoon Yun, Yonghoe Koo, Qingyu Chen, Hyunjae Kim, Jaewoo Kang
2026 J jnl
Med-CoReasoner: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning.
CoRR
Fan Gao, Sherry T. Tong, Jiwoong Sohn, Jiahao Huang, Junfeng Jiang, Ding Xia, Piyalitt Ittichaiwong, Kanyakorn Veerakanjana, Hyunjae Kim, Qingyu Chen, Edison Marrese-Taylor, Kazuma Kobayashi, Akkiko Aizawa, Irene Li
2025 J jnl
Author Correction: Small language models learn enhanced reasoning skills from medical textbooks.
npj Digit. Medicine
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Jungwoo Park, Olga Reykhart, Thomas Fetherston, Donghee Choi, Soo Heon Kwak, Qingyu Chen, Jaewoo Kang
2025 J jnl
BEnchmarking LLMs for Ophthalmology (BELO) for Ophthalmological Knowledge and Reasoning.
CoRR
Sahana Srinivasan, Xuguang Ai, Thaddaeus Wai Soon Lo, Aidan Gilson, Minjie Zou, Ke Zou, Hyunjae Kim, Mingjia Yang, Krithi Pushpanathan, Samantha Min Er Yew, Wan Ting Loke, Jocelyn Hui Lin Goh, Yibing Chen, Yiming Kong, Emily Yuelei Fu, Michelle Ongyong Hui, Kristen Nwanyanwu, Amisha D. Dave, Kelvin Zhenghao Li, Chen-Hsin Sun, Mark A. Chia, Gabriel Dawei Yang, Wendy Meihua Wong, David Ziyou Chen, Dianbo Liu, Maxwell B. Singer, Fares Antaki, Luciano V. Del Priore, Jost B. Jonas, Ron A. Adelman, Qingyu Chen, Yih-Chung Tham
2025 J jnl
Benchmarking Next-Generation Reasoning-Focused Large Language Models in Ophthalmology: A Head-to-Head Evaluation on 5,888 Items.
CoRR
Minjie Zou, Sahana Srinivasan, Thaddaeus Wai Soon Lo, Ke Zou, Gabriel Dawei Yang, Xuguang Ai, Hyunjae Kim, Maxwell B. Singer, Fares Antaki, Kelvin Li, Robert Chang, Marcus Tan, David Ziyou Chen, Dianbo Liu, Qingyu Chen, Yih Chung Tham
2025 J jnl
Can OpenAI o1 Reason Well in Ophthalmology? A 6,990-Question Head-to-Head Evaluation Study.
CoRR
Sahana Srinivasan, Xuguang Ai, Minjie Zou, Ke Zou, Hyunjae Kim, Thaddaeus Wai Soon Lo, Krithi Pushpanathan, Yiming Kong, Anran Li, Maxwell B. Singer, Kai Jin, Fares Antaki, Ziyou Chen, Dianbo Liu, Ron A. Adelman, Qingyu Chen, Yih Chung Tham
2025 — conf
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage.
NAACL (Long Papers)
Taewhoo Lee, Chanwoong Yoon, Kyochul Jang, Donghyeon Lee, Minju Song, Hyunjae Kim, Jaewoo Kang
2025 J jnl
From Compound Figures to Composite Understanding: Developing a Multi-Modal LLM from Biomedical Literature with Medical Multiple-Image Benchmarking and Validation.
CoRR
Zhen Chen, Yihang Fu, Gabriel Madera, Mauro Giuffrè, Serina S. Applebaum, Hyunjae Kim, Hua Xu, Qingyu Chen
2025 — conf
Learning from Negative Samples in Biomedical Generative Entity Linking.
ACL (Findings)
Chanhwi Kim, Hyunjae Kim, Sihyeon Park, Jiwoo Lee, Mujeen Sung, Jaewoo Kang
2025 A* conf
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards.
EMNLP
Jaehoon Yun, Jiwoong Sohn, Jungwoo Park, Hyunjae Kim, Xiangru Tang, Daniel Shao, Yonghoe Koo, Minhyeok Ko, Qingyu Chen, Mark Gerstein, Michael Moor, Jaewoo Kang
2025 J jnl
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards.
CoRR
Jaehoon Yun, Jiwoong Sohn, Jungwoo Park, Hyunjae Kim, Xiangru Tang, Yanjun Shao, Yonghoe Koo, Minhyeok Ko, Qingyu Chen, Mark Gerstein, Michael Moor, Jaewoo Kang
2025 — conf
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering.
NAACL (Long Papers)
Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang
2025 J jnl
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights.
CoRR
Hyunjae Kim, Jiwoong Sohn, Aidan Gilson, Nicholas Cochran-Caggiano, Serina S. Applebaum, Heeju Jin, Seihee Park, Yujin Park, Jiyeong Park, Seoyoung Choi, Brittany Alexandra Herrera Contreras, Thomas Huang, Jaehoon Yun, Ethan F. Wei, Roy Jiang, Leah Colucci, Eric Lai, Amisha D. Dave, Tuo Guo, Maxwell B. Singer, Yonghoe Koo, Ron A. Adelman, James Zou, Andrew Taylor, Arman Cohan, Hua Xu, Qingyu Chen
2025 J jnl
Small language models learn enhanced reasoning skills from medical textbooks.
npj Digit. Medicine
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Jungwoo Park, Olga Reykhart, Thomas Fetherston, Donghee Choi, Soo Heon Kwak, Qingyu Chen, Jaewoo Kang
2024 J jnl
Augmenting Biomedical Named Entity Recognition with General-domain Resources.
CoRR
Yu Yin, Hyunjae Kim, Xiao Xiao, Chih-Hsuan Wei, Jaewoo Kang, Zhiyong Lu, Hua Xu, Meng Fang, Qingyu Chen
2024 J jnl
Augmenting biomedical named entity recognition with general-domain resources.
J. Biomed. Informatics
Yu Yin, Hyunjae Kim, Xiao Xiao, Chih-Hsuan Wei, Jaewoo Kang, Zhiyong Lu, Hua Xu, Meng Fang, Qingyu Chen
2024 — conf
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions.
LREC/COLING
Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, Jihun Choi
2024 J jnl
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions.
CoRR
Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, Jihun Choi
2024 J jnl
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage.
CoRR
Taewhoo Lee, Chanwoong Yoon, Kyochul Jang, Donghyeon Lee, Minju Song, Hyunjae Kim, Jaewoo Kang
2024 — conf
Enhancing Predictive Models of Music Familiarity With EEG: Insights From Fans and Non-Fans of K-Pop Group NCT127.
ISMIR
Seokbeom Park, Hyunjae Kim, Kyung Myun Lee
2024 — conf
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing.
EACL (Findings)
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang
2024 J jnl
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing.
CoRR
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran, Franck Dernoncourt, Jaewoo Kang
2024 — conf
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction.
ClinicalNLP@NAACL
Hyeon Hwang, Taewhoo Lee, Hyunjae Kim, Jaewoo Kang
2024 J jnl
Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model.
CoRR
Aidan Gilson, Xuguang Ai, Qianqian Xie, Sahana Srinivasan, Krithi Pushpanathan, Maxwell B. Singer, Jimin Huang, Hyunjae Kim, Erping Long, Peixing Wan, Luciano V. Del Priore, Lucila Ohno-Machado, Hua Xu, Dianbo Liu, Ron A. Adelman, Yih-Chung Tham, Qingyu Chen
2024 J jnl
Learning from Negative Samples in Generative Biomedical Entity Linking.
CoRR
Chanhwi Kim, Hyunjae Kim, Sihyeon Park, Jiwoo Lee, Mujeen Sung, Jaewoo Kang
2024 A conf
Leveraging Adapter for Parameter-Efficient ASR Encoder.
INTERSPEECH
Kyuhong Shim, Jinkyu Lee, Hyunjae Kim
2024 J jnl
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering.
CoRR
Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang
2024 J jnl
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks.
CoRR
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Donghee Choi, Jaewoo Kang
2024 — conf
Which Audio Features Can Predict the Dynamic Musical Emotions of Both Composers and Listeners?
ISMIR
Eun Ji Oh, Hyunjae Kim, Kyung Myun Lee
2023 — conf
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations.
ACL (1)
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang
2023 J jnl
Biomedical relation extraction with knowledge base-refined weak supervision.
Database J. Biol. Databases Curation
Wonjin Yoon, Sean S. Yi, Richard Jackson, Hyunjae Kim, Sunkyu Kim, Jaewoo Kang
2023 J jnl
Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII.
Database J. Biol. Databases Curation
Robert Leaman, Rezarta Islamaj, Virginia Adams, Mohammed Alliheedi, João Rafael Almeida, Rui Antunes, Robert Bevan, Yung-Chun Chang, Arslan Erdengasileng, Matthew Hodgskiss, Ryuki Ida, Hyunjae Kim, Keqiao Li, Robert E. Mercer, Lukrécia Mertová, Ghadeer Mobasher, Hoo-Chang Shin, Mujeen Sung, Tomoki Tsujimura, Wen-Chao Yeh, Zhiyong Lu
2023 — conf
Exploring Approaches to Answer Biomedical Questions: From Pre-processing to GPT-4.
CLEF (Working Notes)
Hyunjae Kim, Hyeon Hwang, Chaeeun Lee, Minju Seo, Wonjin Yoon, Jaewoo Kang
2023 — conf
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization.
BioNLP@ACL
Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang
2023 J jnl
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization.
CoRR
Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang
2023 A* conf
LIQUID: A Framework for List Question Answering Dataset Generation.
AAAI
Seongyun Lee, Hyunjae Kim, Jaewoo Kang
2023 J jnl
LIQUID: A Framework for List Question Answering Dataset Generation.
CoRR
Seongyun Lee, Hyunjae Kim, Jaewoo Kang
2022 J jnl
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations.
CoRR
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang
2022 J jnl
Full-text chemical identification with improved generalizability and tagging consistency.
Database J. Biol. Databases Curation
Hyunjae Kim, Mujeen Sung, Wonjin Yoon, Sungjoon Park, Jaewoo Kang
2022 J jnl
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?
IEEE Access
Hyunjae Kim, Jaewoo Kang
2022 — conf
KU_ED at SocialDisNER: Extracting Disease Mentions in Tweets Written in Spanish.
SMM4H@COLING
Antoine Lain, Wonjin Yoon, Hyunjae Kim, Jaewoo Kang, Ian Simpson
2022 A* conf
Simple Questions Generate Named Entity Recognition Datasets.
EMNLP
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
2021 A conf
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism.
EACL
Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang
2021 J jnl
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism.
CoRR
Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang
2021 J jnl
Exploring the spatial reasoning ability of neural models in human IQ tests.
Neural Networks
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang
2021 J jnl
How Do Your Biomedical Named Entity Models Generalize to Novel Entities?
CoRR
Hyunjae Kim, Jaewoo Kang
2021 J jnl
Improving Tagging Consistency and Entity Coverage for Chemical Identification in Full-text Articles.
CoRR
Hyunjae Kim, Mujeen Sung, Wonjin Yoon, Sungjoon Park, Jaewoo Kang
2021 — conf
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering.
ACL/IJCNLP (1)
Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang
2021 J jnl
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering.
CoRR
Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang
2021 J jnl
Simple Questions Generate Named Entity Recognition Datasets.
CoRR
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests.
CoRR
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang
2020 J jnl
Fast frequency discrimination and phoneme recognition using a biomimetic membrane coupled to a neural network.
CoRR
Woo-Seok Lee, Hyunjae Kim, Andrew N. Cleland, Kang-Hun Ahn
2020 — conf
Look at the First Sentence: Position Bias in Question Answering.
EMNLP (1)
Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang
2020 J jnl
Look at the First Sentence: Position Bias in Question Answering.
CoRR
Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang
2019 J jnl
A New Parameter Repurposing Method for Parameter Transfer With Small Dataset and Its Application in Fault Diagnosis of Rolling Element Bearings.
IEEE Access
Hyunjae Kim, Byeng D. Youn
2019 A conf
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network.
SDM
Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang
2019 J jnl
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network.
CoRR
Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang
2019 J jnl
Retrieval of NO2 Column Amounts from Ground-Based Hyperspectral Imaging Sensor Measurements.
Remote. Sens.
Hyeon-Ju Park, Jin-Soo Park, Sang-Woo Kim, Heesung Chong, Hana Lee, Hyunjae Kim, Joon-Young Ahn, Dai-Gon Kim, Jhoon Kim, Sang Seo Park
2018 — conf
A Deep Neural Spoiler Detection Model Using a Genre-Aware Attention Mechanism.
PAKDD (1)
Buru Chang, Hyunjae Kim, Raehyun Kim, Deahan Kim, Jaewoo Kang
2018 — conf
Customization of IBM Intu's Voice by Connecting Text-to-Speech Services and a Voice Conversion Network.
HICSS
Jongyoon Song, Hyunjae Kim, Jaekoo Lee, Euishin Choi, Minseok Kim, Sungroh Yoon
2018 — conf
Liver Lesion Detection from Weakly-Labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector.
MICCAI (2)
Sang-gil Lee, Jae Seok Bae, Hyunjae Kim, Jung Hoon Kim, Sungroh Yoon
2018 J jnl
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector.
CoRR
Sang-gil Lee, Jae Seok Bae, Hyunjae Kim, Jung Hoon Kim, Sungroh Yoon
2018 — conf
Performance Study of Distributed Big Data Analysis in YARN Cluster.
ICTC
Hoo-Young Ahn, Hyunjae Kim, Woongshik You
2018 A* conf
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering.
EMNLP
Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang
2018 J jnl
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering.
CoRR
Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang
2017 A* conf
Name Nationality Classification with Recurrent Neural Networks.
IJCAI
Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, Jaewoo Kang
2017 A* conf
Transfer Learning for Deep Learning on Graph-Structured Data.
AAAI
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon
2016 J jnl
An Online-Applicable Model for Predicting Health Degradation of PEM Fuel Cells With Root Cause Analysis.
IEEE Trans. Ind. Electron.
Taejin Kim, Hyun-Seok Oh, Hyunjae Kim, Byeng D. Youn
2016 J jnl
Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets.
CoRR
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon
2015 — conf
Online thermal state estimation of high power lithium-ion battery.
ICPHM
Hyunjae Kim, Sunuwe Kim, Taejin Kim, Chao Hu, Byeng D. Youn
2011 — conf
Distributed data scheduling for OFDMA-based wireless mesh networks.
MILCOM
Dong Chan Park, Sangseok Yun, Suk Chan Kim, Wooram Shin, Hyunjae Kim, Kwang Jae Lim
2011 — conf
Efficient 2-D mesh election algorithms for OFDMA-based wireless mesh networks.
ICSPCS
Wooram Shin, Anseok Lee, Hyunjae Kim, Kwang Jae Lim, Dong Seung Kwon
2000 J jnl
A multiple guard interval based frequency error detector for OFDM systems.
IEEE Trans. Consumer Electron.
Hyunjae Kim, Hongku Kang, Wooncheol Hwang, Kiseon Kim
2000 J jnl
An improved frequency synchronization scheme using a modified OFDM burst format for wireless LAN systems.
IEEE Trans. Consumer Electron.
Hyunjae Kim, Hongku Kang, Wooncheol Hwang, Kiseon Kim