Jaewoo Kang

282 papers A* 28A 12B 1C 3Misc 1Journal 176Unranked 61
YearRankTypeTitle / Venue / Authors
2026 J jnl
ATTNSOM: Learning Cross-Isoform Attention for Cytochrome P450 Site-of-Metabolism.
CoRR
Hajung Kim, Eunha Lee, Sohyun Chung, Jueon Park, Seungheun Baek, Jaewoo Kang
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
CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents.
CoRR
Taeyun Roh, Wonjune Jang, Junha Jung, Jaewoo Kang
2026 — conf
SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System.
EACL (Industry Track)
Heedou Kim, Changsik Kim, Sanghwa Shin, Jaewoo Kang
2026 J jnl
SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System.
CoRR
Heedou Kim, Changsik Kim, Sanghwa Shin, Jaewoo Kang
2026 A* conf
The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models.
AAAI
Taewhoo Lee, Minju Song, Chanwoong Yoon, Jungwoo Park, Jaewoo Kang
2026 J jnl
When Choices Become Priors: Contrastive Decoding for Scientific Figure Multiple-Choice QA.
CoRR
Taeyun Roh, Eun-Yeong Jo, Wonjune Jang, Jaewoo Kang
2025 J jnl
ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack.
CoRR
Yein Park, Jungwoo Park, Jaewoo Kang
2025 J jnl
ArcDFI: Attention regularization guided by CYP450 interactions for predicting drug-food interactions.
PLoS Comput. Biol.
Mogan Gim, Jaewoo Kang, Donghyeon Park, Minji Jeon
2025 — conf
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation.
NAACL (Findings)
Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon, Sungdong Kim, Yohan Jo, Jaewoo Kang
2025 — conf
Assessing LLM Reasoning Steps via Principal Knowledge Grounding.
EMNLP (Findings)
Hyeon Hwang, Yewon Cho, Chanwoong Yoon, Yein Park, Minju Song, Kyungjae Lee, Gangwoo Kim, Jaewoo Kang
2025 J jnl
Assessing LLM Reasoning Steps via Principal Knowledge Grounding.
CoRR
Hyeon Hwang, Yewon Cho, Chanwoong Yoon, Yein Park, Minju Song, Kyungjae Lee, Gangwoo Kim, Jaewoo Kang
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
Automatic genetic phenotype normalization from dysmorphology physical examinations: an overview of the BioCreative VIII - Task 3 competition.
Database J. Biol. Databases Curation
Davy Weissenbacher, Xinwei Zhao, Jessica R. C. Priestley, Katherine M. Szigety, Sarah F. Schmidt, Karen O'Connor, Ekin Soysal, Kirk Roberts, Jiewei Qi, Ling Luo, Zhihao Yang, Hongfei Lin, Hajung Kim, Chanhwi Kim, Jiwoong Sohn, Tim Beck, Marek Rei, Sunkyu Kim, T. Ian Simpson, Joram M. Posma, Antoine Lain, Mujeen Sung, Jaewoo Kang, Areej Alhassan, Viktor Schlegel, Monira Aloud, Riza Batista-Navarro, Goran Nenadic, Ying-Jia Lin, Zhi-Quan Feng, Hung-Yu Kao, Ian M. Campbell, Graciela Gonzalez-Hernandez
2025 A* conf
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains.
ICLR
Yein Park, Chanwoong Yoon, Jungwoo Park, Donghyeon Lee, Minbyul Jeong, Jaewoo Kang
2025 — conf
CoTox: Chain-of-Thought-Based Molecular Toxicity Reasoning and Prediction.
BIBM
Jueon Park, Yein Park, Minju Song, Soyon Park, Donghyeon Lee, Seungheun Baek, Jaewoo Kang
2025 J jnl
CoTox: Chain-of-Thought-Based Molecular Toxicity Reasoning and Prediction.
CoRR
Jueon Park, Yein Park, Minju Song, Soyon Park, Donghyeon Lee, Seungheun Baek, Jaewoo Kang
2025 J jnl
Correction: Retrosynthetic crosstalk between single-step reaction and multi-step planning.
J. Cheminformatics
Junseok Choe, Hajung Kim, Yan Ting Chok, Mogan Gim, Jaewoo Kang
2025 A* conf
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement.
AAAI
Seungheun Baek, Soyon Park, Yan Ting Chok, Junhyun Lee, Jueon Park, Mogan Gim, Jaewoo Kang
2025 — conf
Culinary Class Wars: Evaluating LLMs Using ASH in Cuisine Transfer Task.
ICDM (Workshops)
Hoonick Lee, Mogan Gim, Donghee Choi, Jaewoo Kang
2025 A conf
DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection.
CIKM
Jinkyu Kim, Hyungjung Yi, Mogan Gim, Donghee Choi, Jaewoo Kang
2025 J jnl
DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection.
CoRR
Jinkyu Kim, Hyunjung Yi, Mogan Gim, Donghee Choi, Jaewoo Kang
2025 J jnl
Deformable Graph Transformer.
IEEE Trans. Pattern Anal. Mach. Intell.
Jinyoung Park, Seongjun Yun, Hyeon-Jin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim
2025 — conf
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information.
ACL (1)
Yein Park, Chanwoong Yoon, Jungwoo Park, Minbyul Jeong, Jaewoo Kang
2025 J jnl
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information.
CoRR
Yein Park, Chanwoong Yoon, Jungwoo Park, Minbyul Jeong, Jaewoo Kang
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
EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions.
J. Chem. Inf. Model.
Ngoc-Quang Nguyen, Jaewoo Kang
2025 J jnl
GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization.
CoRR
Seungheun Baek, Soyon Park, Yan Ting Chok, Mogan Gim, Jaewoo Kang
2025 J jnl
GPO-VAE: modeling explainable gene perturbation responses utilizing GRN-aligned parameter optimization.
Bioinform.
Seungheun Baek, Soyon Park, Yan Ting Chok, Mogan Gim, Jaewoo Kang
2025 J jnl
GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes.
CoRR
Hajung Kim, Jueon Park, Junseok Choe, Sheunheun Baek, Hyeon Hwang, Jaewoo Kang
2025 J jnl
HiRef: Leveraging Hierarchical Ontology and Network Refinement for Robust Medication Recommendation.
CoRR
Yan Ting Chok, Soyon Park, Seungheun Baek, Hajung Kim, Junhyun Lee, Jaewoo Kang
2025 J jnl
KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports.
CoRR
Hajung Kim, Chanhwi Kim, Jiwoong Sohn, Tim Beck, Marek Rei, Sunkyu Kim, T. Ian Simpson, Joram M. Posma, Antoine Lain, Mujeen Sung, Jaewoo Kang
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 A* conf
Monet: Mixture of Monosemantic Experts for Transformers.
ICLR
Jungwoo Park, Ahn Young Jin, Kee-Eung Kim, Jaewoo Kang
2025 — conf
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models.
ACL (1)
Jungwoo Park, Taewhoo Lee, Chanwoong Yoon, Hyeon Hwang, Jaewoo Kang
2025 J jnl
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models.
CoRR
Jungwoo Park, Taewhoo Lee, Chanwoong Yoon, Hyeon Hwang, Jaewoo Kang
2025 — conf
Prompting Matters: Snippet-Aware Strategies for Biomedical QA with LLMs in BioASQ 13b.
CLEF (Working Notes)
Hajung Kim, Hoonick Lee, Yewon Cho, Jungwoo Park, Jueon Park, Soyon Park, Yan Ting Chok, Seungheun Baek, Donghyeon Lee, 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
Retrosynthetic crosstalk between single-step reaction and multi-step planning.
J. Cheminformatics
Junseok Choe, Hajung Kim, Yan Ting Chok, Mogan Gim, Jaewoo Kang
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
2025 J jnl
The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models.
CoRR
Taewhoo Lee, Minju Song, Chanwoong Yoon, Jungwoo Park, Jaewoo Kang
2025 J jnl
Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training.
CoRR
Yein Park, Minbyul Jeong, Jaewoo Kang
2025 — conf
Understanding and Tackling Over-Dilution in Graph Neural Networks.
KDD (2)
Junhyun Lee, Veronika Thost, Bumsoo Kim, Jaewoo Kang, Tengfei Ma
2025 J jnl
Understanding and Tackling Over-Dilution in Graph Neural Networks.
CoRR
Junhyun Lee, Veronika Thost, Bumsoo Kim, Jaewoo Kang, Tengfei Ma
2024 J jnl
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search.
CoRR
Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon, Sungdong Kim, Yohan Jo, 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 J jnl
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement.
CoRR
Seungheun Baek, Soyon Park, Yan Ting Chok, Junhyun Lee, Jueon Park, Mogan Gim, Jaewoo Kang
2024 J jnl
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains.
CoRR
Yein Park, Chanwoong Yoon, Jungwoo Park, Donghyeon Lee, Minbyul Jeong, Jaewoo Kang
2024 A* conf
CompAct: Compressing Retrieved Documents Actively for Question Answering.
EMNLP
Chanwoong Yoon, Taewhoo Lee, Hyeon Hwang, Minbyul Jeong, Jaewoo Kang
2024 J jnl
CompAct: Compressing Retrieved Documents Actively for Question Answering.
CoRR
Chanwoong Yoon, Taewhoo Lee, Hyeon Hwang, Minbyul Jeong, Jaewoo Kang
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
Culinary Class Wars: Evaluating LLMs using ASH in Cuisine Transfer Task.
CoRR
Hoonick Lee, Mogan Gim, Donghyeon Park, Donghee Choi, Jaewoo Kang
2024 A conf
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection.
CIKM
Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang
2024 J jnl
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection.
CoRR
Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang
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
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 J jnl
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models.
CoRR
Minbyul Jeong, Jiwoong Sohn, Mujeen Sung, Jaewoo Kang
2024 J jnl
Improving medical reasoning through retrieval and self-reflection with retrieval-augmented large language models.
Bioinform.
Minbyul Jeong, Jiwoong Sohn, Mujeen Sung, Jaewoo Kang
2024 — conf
KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR.
ClinicalNLP@NAACL
Hajung Kim, Chanhwi Kim, Hoonick Lee, Kyochul Jang, Jiwoo Lee, Kyungjae Lee, Gangwoo Kim, Jaewoo Kang
2024 J jnl
KU-DMIS at EHRSQL 2024: Generating SQL query via question templatization in EHR.
CoRR
Hajung Kim, Chanhwi Kim, Hoonick Lee, Kyochul Jang, Jiwoo Lee, Kyungjae Lee, Gangwoo Kim, 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 A conf
LAPIS: Language Model-Augmented Police Investigation System.
CIKM
Heedou Kim, Dain Kim, Jiwoo Lee, Chanwoong Yoon, Donghee Choi, Mogan Gim, Jaewoo Kang
2024 J jnl
LAPIS: Language Model-Augmented Police Investigation System.
CoRR
Heedou Kim, Dain Kim, Jiwoo Lee, Chanwoong Yoon, Donghee Choi, Mogan Gim, Jaewoo Kang
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 J jnl
MolPLA: A Molecular Pretraining Framework for Learning Cores, R-Groups and their Linker Joints.
CoRR
Mogan Gim, Jueon Park, Soyon Park, Sanghoon Lee, Seungheun Baek, Junhyun Lee, Ngoc-Quang Nguyen, Jaewoo Kang
2024 J jnl
MolPLA: a molecular pretraining framework for learning cores, R-groups and their linker joints.
Bioinform.
Mogan Gim, Jueon Park, Soyon Park, Sanghoon Lee, Seungheun Baek, Junhyun Lee, Ngoc-Quang Nguyen, Jaewoo Kang
2024 J jnl
Monet: Mixture of Monosemantic Experts for Transformers.
CoRR
Jungwoo Park, Youngjin Ahn, Kee-Eung Kim, Jaewoo Kang
2024 J jnl
MulinforCPI: enhancing precision of compound-protein interaction prediction through novel perspectives on multi-level information integration.
Briefings Bioinform.
Ngoc-Quang Nguyen, Se-Jeong Park, Mogan Gim, Jaewoo Kang
2024 J jnl
OLAPH: Improving Factuality in Biomedical Long-form Question Answering.
CoRR
Minbyul Jeong, Hyeon Hwang, Chanwoong Yoon, Taewhoo Lee, Jaewoo Kang
2024 J jnl
PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science.
CoRR
Jian Xu, Chao Yu, Jiawei Xu, Ying Ding, Vetle I. Torvik, Jaewoo Kang, Mujeen Sung, Min Song
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 J jnl
Subgraph-level Universal Prompt Tuning.
CoRR
Junhyun Lee, Wooseong Yang, Jaewoo Kang
2024 A* conf
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models.
NeurIPS
Kiwoong Yoo, Owen Oertell, Junhyun Lee, Sanghoon Lee, Jaewoo Kang
2024 J jnl
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models.
CoRR
Kiwoong Yoo, Owen Oertell, Junhyun Lee, Sanghoon Lee, Jaewoo Kang
2023 J jnl
ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction.
Bioinform.
Mogan Gim, Junseok Choe, Seungheun Baek, Jueon Park, Chaeeun Lee, Minjae Ju, Sumin Lee, Jaewoo Kang
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
Co-Attention Graph Pooling for Efficient Pairwise Graph Interaction Learning.
IEEE Access
Junhyun Lee, Bumsoo Kim, Minji Jeon, Jaewoo Kang
2023 J jnl
Co-attention Graph Pooling for Efficient Pairwise Graph Interaction Learning.
CoRR
Junhyun Lee, Bumsoo Kim, Minji Jeon, Jaewoo Kang
2023 J jnl
Consistency enhancement of model prediction on document-level named entity recognition.
Bioinform.
Minbyul Jeong, Jaewoo Kang
2023 J jnl
ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity.
CoRR
Sumin Seo, Jaewoong Shin, Jaewoo Kang, Tae Soo Kim, Thijs Kooi
2023 — conf
Enhancing Clinical Outcome Predictions through Auxiliary Loss and Sentence-Level Self-Attention.
BIBM
Sanghoon Lee, Gwanghoon Jang, Chanhwi Kim, Se-Jeong Park, Kiwoong Yoo, Jihye Kim, Sunkyu Kim, Jaewoo Kang
2023 J jnl
Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine.
J. Am. Medical Informatics Assoc.
Timothy Bergquist, Thomas Schaffter, Yao Yan, Thomas Yu, Justin Prosser, Jifan Gao, Guanhua Chen, Lukasz Charzewski, Zofia Nawalany, Ivan Brugere, Renata Retkute, Alidivinas Prusokas, Augustinas Prusokas, Yonghwa Choi, Sanghoon Lee, Junseok Choe, Inggeol Lee, Sunkyu Kim, Jaewoo Kang, Sean D. Mooney, Justin Guinney
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 J jnl
HADAPS: Hierarchical Adaptive Multi-Asset Portfolio Selection.
IEEE Access
Jinkyu Kim, Donghee Choi, Mogan Gim, 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 J jnl
KitchenScale: Learning to predict ingredient quantities from recipe contexts.
CoRR
Donghee Choi, Mogan Gim, Samy Badreddine, Hajung Kim, Donghyeon Park, 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
2023 — conf
Optimizing Test-Time Query Representations for Dense Retrieval.
ACL (Findings)
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
2023 J jnl
Perceiver CPI: a nested cross-attention network for compound-protein interaction prediction.
Bioinform.
Ngoc-Quang Nguyen, Gwanghoon Jang, Hajung Kim, Jaewoo Kang
2023 A conf
Towards Flexible Time-to-Event Modeling: Optimizing Neural Networks via Rank Regression.
ECAI
Hyunjun Lee, Junhyun Lee, Taehwa Choi, Jaewoo Kang, Sangbum Choi
2023 J jnl
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression.
CoRR
Hyunjun Lee, Junhyun Lee, Taehwa Choi, Jaewoo Kang, Sangbum Choi
2023 A* conf
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models.
EMNLP
Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang
2023 J jnl
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models.
CoRR
Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang
2023 J jnl
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection.
CoRR
Bumsoo Kim, Taeho Choi, Jaewoo Kang, Hyunwoo J. Kim
2022 — conf
A denoised embedding space of genetic perturbation using Deep Metric Learning.
BigComp
Minjae Ju, Sanghoon Lee, 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
BERN2: an advanced neural biomedical named entity recognition and normalization tool.
Bioinform.
Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
2022 J jnl
BERN2: an advanced neural biomedical named entity recognition and normalization tool.
CoRR
Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
2022 — conf
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework.
EMNLP (Industry Track)
Wonjin Yoon, Richard Jackson, Elliot Ford, Vladimir Poroshin, Jaewoo Kang
2022 J jnl
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework.
CoRR
Wonjin Yoon, Richard Jackson, Elliot Ford, Vladimir Poroshin, Jaewoo Kang
2022 — conf
Consistency Training with Virtual Adversarial Discrete Perturbation.
NAACL-HLT
Jungsoo Park, Gyuwan Kim, Jaewoo Kang
2022 — conf
Data-Centric and Model-Centric Approaches for Biomedical Question Answering.
CLEF
Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, Minbyul Jeong, Gangwoo Kim, Jaewoo Kang
2022 J jnl
Deformable Graph Transformer.
CoRR
Jinyoung Park, Seongjun Yun, Hyeon-Jin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim
2022 A* conf
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs.
IJCAI
Seoyoon Kim, Seongjun Yun, Jaewoo Kang
2022 J jnl
Enhancing Label Consistency on Document-level Named Entity Recognition.
CoRR
Minbyul Jeong, Jaewoo Kang
2022 — conf
FaVIQ: FAct Verification from Information-seeking Questions.
ACL (1)
Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi
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 A* conf
Generating Information-Seeking Conversations from Unlabeled Documents.
EMNLP
Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang
2022 J jnl
Graph Transformer Networks: Learning meta-path graphs to improve GNNs.
Neural Networks
Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, Sean S. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
2022 J jnl
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?
IEEE Access
Hyunjae Kim, Jaewoo Kang
2022 — conf
Improved Binding Affinity Prediction Using Non-Covalent Interactions and Graph Integration.
BigComp
Junseok Choe, Keonwoo Kim, Minjae Ju, Sumin Lee, 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 J jnl
Lack of Fluency is Hurting Your Translation Model.
CoRR
Jaehyo Yoo, Jaewoo Kang
2022 J jnl
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction.
CoRR
Seongjun Yun, Seoyoon Kim, Junhyun Lee, Jaewoo Kang, Hyunwoo J. Kim
2022 J jnl
Pandemics are catalysts of scientific novelty: Evidence from COVID-19.
J. Assoc. Inf. Sci. Technol.
Meijun Liu, Yi Bu, Chongyan Chen, Jian Xu, Daifeng Li, Yan Leng, Richard B. Freeman, Eric T. Meyer, Wonjin Yoon, Mujeen Sung, Minbyul Jeong, Jinhyuk Lee, Jaewoo Kang, Chao Min, Min Song, Yujia Zhai, Ying Ding
2022 J jnl
RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer.
CoRR
Mogan Gim, Donghee Choi, Kana Maruyama, Jihun Choi, Hajung Kim, Donghyeon Park, Jaewoo Kang
2022 J jnl
Refining Query Representations for Dense Retrieval at Test Time.
CoRR
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
2022 J jnl
Sequence tagging for biomedical extractive question answering.
Bioinform.
Wonjin Yoon, Richard Jackson, Aron Lagerberg, Jaewoo Kang
2022 A* conf
Simple Questions Generate Named Entity Recognition Datasets.
EMNLP
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
2022 J jnl
Towards More Realistic Generation of Information-Seeking Conversations.
CoRR
Gangwoo Kim, Sungdong Kim, Kang Min Yoo, 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 — conf
Can Language Models be Biomedical Knowledge Bases?
EMNLP (1)
Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang
2021 J jnl
Can Language Models be Biomedical Knowledge Bases?
CoRR
Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang
2021 J jnl
Consistency Training with Virtual Adversarial Discrete Perturbation.
CoRR
Jungsoo Park, Gyuwan Kim, Jaewoo Kang
2021 J jnl
Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge.
PLoS Comput. Biol.
Zhaoping Xiong, Minji Jeon, Robert J. Allaway, Jaewoo Kang, Donghyeon Park, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Hualiang Jiang, Mingyue Zheng, Aik Choon Tan, Xindi Guo, Multi-Targeting Drug DREAM Challenge Community, Kristen K. Dang, Alexander Tropsha, Chana Hecht, Tirtha K. Das, Heather A. Carlson, Ruben Abagyan, Justin Guinney, Avner Schlessinger, Ross L. Cagan
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
FaVIQ: FAct Verification from Information-seeking Questions.
CoRR
Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi
2021 J jnl
Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs.
CoRR
Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, Sean S. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
2021 A* conf
HOTR: End-to-End Human-Object Interaction Detection With Transformers.
CVPR
Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim
2021 J jnl
HOTR: End-to-End Human-Object Interaction Detection with Transformers.
CoRR
Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim
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
KU-DMIS at BioASQ 9: Data-centric and model-centric approaches for biomedical question answering.
CLEF (Working Notes)
Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, Minbyul Jeong, Gangwoo Kim, 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 — conf
Learning Dense Representations of Phrases at Scale.
ACL/IJCNLP (1)
Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen
2021 A* conf
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction.
NeurIPS
Seongjun Yun, Seoyoon Kim, Junhyun Lee, Jaewoo Kang, Hyunwoo J. Kim
2021 J jnl
Predicting mechanism of action of novel compounds using compound structure and transcriptomic signature coembedding.
Bioinform.
Gwanghoon Jang, Sungjoon Park, Sanghoon Lee, Sunkyu Kim, Se-Jeong Park, Jaewoo Kang
2021 J jnl
RecipeBowl: A Cooking Recommender for Ingredients and Recipes Using Set Transformer.
IEEE Access
Mogan Gim, Donghyeon Park, Michael Spranger, Kana Maruyama, Jaewoo Kang
2021 J jnl
Regularizing Models via Pointwise Mutual Information for Named Entity Recognition.
CoRR
Minbyul Jeong, Jaewoo Kang
2021 J jnl
Sequence Tagging for Biomedical Extractive Question Answering.
CoRR
Wonjin Yoon, Richard Jackson, Jaewoo Kang, Aron Lagerberg
2021 J jnl
Simple Questions Generate Named Entity Recognition Datasets.
CoRR
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
2020 — conf
A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural Network.
BigComp
Doyeong Hwang, Minji Jeon, Jaewoo Kang
2020 — conf
Adversarial Subword Regularization for Robust Neural Machine Translation.
EMNLP (Findings)
Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Adversarial Subword Regularization for Robust Neural Machine Translation.
CoRR
Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang
2020 — conf
Answering Questions on COVID-19 in Real-Time.
NLP4COVID@EMNLP
Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang
2020 J jnl
Answering Questions on COVID-19 in Real-Time.
CoRR
Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang
2020 J jnl
BioBERT: a pre-trained biomedical language representation model for biomedical text mining.
Bioinform.
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang
2020 A* conf
Biomedical Entity Representations with Synonym Marginalization.
ACL
Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Biomedical Entity Representations with Synonym Marginalization.
CoRR
Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang
2020 J jnl
Bipartite Link Prediction by Intra-Class Connection Based Triadic Closure.
IEEE Access
Jungwoon Shin, Mogan Gim, Donghyeon Park, Sunkyu Kim, Jaewoo Kang
2020 J jnl
Building a PubMed knowledge graph.
CoRR
Jian Xu, Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang, Justin F. Rousseau, Xin Li, Weijia Xu, Vetle I. Torvik, Yi Bu, Chongyan Chen, Islam Akef Ebeid, Daifeng Li, Ying Ding
2020 J jnl
Can pandemics transform scientific novelty? Evidence from COVID-19.
CoRR
Meijun Liu, Yi Bu, Chongyan Chen, Jian Xu, Daifeng Li, Yan Leng, Richard Barry Freeman, Eric Meyer, Wonjin Yoon, Mujeen Sung, Minbyul Jeong, Jinhyuk Lee, Jaewoo Kang, Min Song, Yujia Zhai, Ying Ding
2020 J jnl
ChimerDB 4.0: an updated and expanded database of fusion genes.
Nucleic Acids Res.
Ye Eun Jang, Insu Jang, Sunkyu Kim, Subin Cho, Daehan Kim, Keonwoo Kim, Jaewon Kim, Jimin Hwang, Sangok Kim, Jaesang Kim, Jaewoo Kang, Byungwook Lee, Sanghyuk Lee
2020 A conf
Content-Aware Successive Point-of-Interest Recommendation.
SDM
Buru Chang, Yookyung Koh, Donghyeon Park, Jaewoo Kang
2020 A* conf
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering.
ACL
Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, 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
Improved survival analysis by learning shared genomic information from pan-cancer data.
Bioinform.
Sunkyu Kim, Keonwoo Kim, Junseok Choe, Inggeol Lee, Jaewoo Kang
2020 J jnl
Learning Dense Representations of Phrases at Scale.
CoRR
Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen
2020 A conf
Learning Graph-Based Geographical Latent Representation for Point-of-Interest Recommendation.
CIKM
Buru Chang, Gwanghoon Jang, Seoyoon Kim, Jaewoo Kang
2020 J jnl
Learning by Semantic Similarity Makes Abstractive Summarization Better.
CoRR
Wonjin Yoon, Yoon Sun Yeo, Minbyul Jeong, Bong-Jun Yi, Jaewoo Kang
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
2020 A* conf
MAPS: Multi-Agent reinforcement learning-based Portfolio management System.
IJCAI
Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang
2020 J jnl
MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System.
CoRR
Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang
2020 — conf
Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods.
ECCV (9)
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim
2020 J jnl
Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods.
CoRR
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim
2020 — conf
Transferability of Natural Language Inference to Biomedical Question Answering.
CLEF (Working Notes)
Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang
2020 J jnl
Transferability of Natural Language Inference to Biomedical Question Answering.
CoRR
Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang
2020 — conf
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection.
ECCV (15)
Bumsoo Kim, Taeho Choi, Jaewoo Kang, Hyunwoo J. Kim
2019 J jnl
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining.
IEEE Access
Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang
2019 J jnl
BioBERT: a pre-trained biomedical language representation model for biomedical text mining.
CoRR
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang
2019 J jnl
Can Machines Learn to Comprehend Scientific Literature?
IEEE Access
Donghyeon Park, Yonghwa Choi, Daehan Kim, Minhwan Yu, Seongsoon Kim, Jaewoo Kang
2019 J jnl
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition.
BMC Bioinform.
Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang
2019 J jnl
Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering.
CoRR
Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang
2019 J jnl
Exploring the molecular mechanisms of Traditional Chinese Medicine components using gene expression signatures and connectivity map.
Comput. Methods Programs Biomed.
Minjae Yoo, Jimin Shin, Hyunmin Kim, Jihye Kim, Jaewoo Kang, Aik Choon Tan
2019 J jnl
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network.
IEEE Access
Jinho Lee, Raehyun Kim, Yookyung Koh, Jaewoo Kang
2019 J jnl
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network.
CoRR
Jinho Lee, Raehyun Kim, Yookyung Koh, Jaewoo Kang
2019 A* conf
Graph Transformer Networks.
NeurIPS
Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
2019 J jnl
Graph Transformer Networks.
CoRR
Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
2019 J jnl
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction.
CoRR
Raehyun Kim, Chan Ho So, Minbyul Jeong, Sanghoon Lee, Jinkyu Kim, Jaewoo Kang
2019 A* conf
KitcheNette: Predicting and Ranking Food Ingredient Pairings using Siamese Neural Network.
IJCAI
Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang
2019 J jnl
KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks.
CoRR
Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang
2019 J jnl
Multipath-DenseNet: A Supervised ensemble architecture of densely connected convolutional networks.
Inf. Sci.
Bilal Ahmed Lodhi, Jaewoo Kang
2019 — conf
Pre-trained Language Model for Biomedical Question Answering.
PKDD/ECML Workshops (2)
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang
2019 J jnl
Pre-trained Language Model for Biomedical Question Answering.
CoRR
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang
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
ReSimNet: drug response similarity prediction using Siamese neural networks.
Bioinform.
Minji Jeon, Donghyeon Park, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Sunkyu Kim, Yonghwa Choi, Aik Choon Tan, Jaewoo Kang
2019 A* conf
SAIN: Self-Attentive Integration Network for Recommendation.
SIGIR
Seongjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang
2019 J jnl
SAIN: Self-Attentive Integration Network for Recommendation.
CoRR
Seoungjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang
2019 A* conf
Self-Attention Graph Pooling.
ICML
Junhyun Lee, Inyeop Lee, Jaewoo Kang
2019 J jnl
Self-Attention Graph Pooling.
CoRR
Junhyun Lee, Inyeop Lee, Jaewoo Kang
2019 J jnl
paraFaceTest: an ensemble of regression tree-based facial features extraction for efficient facial paralysis classification.
BMC Medical Imaging
Jocelyn Barbosa, Woo-Keun Seo, Jaewoo Kang
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 J jnl
BTNET : boosted tree based gene regulatory network inference algorithm using time-course measurement data.
BMC Syst. Biol.
Sungjoon Park, Jung Min Kim, Won-Ho Shin, Sung Won Han, Minji Jeon, Hyun Jin Jang, Ik-Soon Jang, Jaewoo Kang
2018 J jnl
Chemical-gene relation extraction using recursive neural network.
Database J. Biol. Databases Curation
Sangrak Lim, Jaewoo Kang
2018 J jnl
Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method.
BMC Medical Imaging
Hwejin Jung, Bumsoo Kim, Inyeop Lee, Junhyun Lee, Jaewoo Kang
2018 J jnl
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition.
CoRR
Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang
2018 A* conf
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation.
IJCAI
Buru Chang, Yonggyu Park, Donghyeon Park, Seongsoon Kim, Jaewoo Kang
2018 J jnl
Deep learning of mutation-gene-drug relations from the literature.
BMC Bioinform.
Kyubum Lee, Byounggun Kim, Yonghwa Choi, Sunkyu Kim, Won-Ho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan, Jaewoo Kang
2018 J jnl
DeepNAP: Deep neural anomaly pre-detection in a semiconductor fab.
Inf. Sci.
Chunggyeom Kim, Jinhyuk Lee, Raehyun Kim, Youngbin Park, Jaewoo Kang
2018 J jnl
DeepPIM: A deep neural point-of-interest imputation model.
Inf. Sci.
Buru Chang, Yonggyu Park, Seongsoon Kim, Jaewoo Kang
2018 J jnl
In silico drug combination discovery for personalized cancer therapy.
BMC Syst. Biol.
Minji Jeon, Sunkyu Kim, Sungjoon Park, Heewon Lee, Jaewoo Kang
2018 A conf
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling.
CIKM
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang
2018 J jnl
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling.
CoRR
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang
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
2018 J jnl
Typeface Completion with Generative Adversarial Networks.
CoRR
Yonggyu Park, Junhyun Lee, Yookyung Koh, Inyeop Lee, Jinhyuk Lee, Jaewoo Kang
2017 J jnl
ChimerDB 3.0: an enhanced database for fusion genes from cancer transcriptome and literature data mining.
Nucleic Acids Res.
Myunggyo Lee, Kyubum Lee, Namhee Yu, Insu Jang, Ikjung Choi, Pora Kim, Ye Eun Jang, Byounggun Kim, Sunkyu Kim, Byungwook Lee, Jaewoo Kang, Sanghyuk Lee
2017 A* conf
Constructing and Evaluating a Novel Crowdsourcing-based Paraphrased Opinion Spam Dataset.
WWW
Seongsoon Kim, Seongwoon Lee, Donghyeon Park, 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
2016 J jnl
BRONCO: Biomedical entity Relation ONcology COrpus for extracting gene-variant-disease-drug relations.
Database J. Biol. Databases Curation
Kyubum Lee, Sunwon Lee, Sungjoon Park, Sunkyu Kim, Suhkyung Kim, Kwanghun Choi, Aik Choon Tan, Jaewoo Kang
2016 J jnl
Efficient quantitative assessment of facial paralysis using iris segmentation and active contour-based key points detection with hybrid classifier.
BMC Medical Imaging
Jocelyn Barbosa, Kyubum Lee, Sunwon Lee, Bilal Ahmed Lodhi, Jae-Gu Cho, Woo-Keun Seo, Jaewoo Kang
2016 J jnl
HiPub: translating PubMed and PMC texts to networks for knowledge discovery.
Bioinform.
Kyubum Lee, Won-Ho Shin, Byounggun Kim, Sunwon Lee, Yonghwa Choi, Sunkyu Kim, Minji Jeon, Aik Choon Tan, Jaewoo Kang
2016 J jnl
Prioritizing biological pathways by recognizing context in time-series gene expression data.
BMC Bioinform.
Jusang Lee, Kyuri Jo, Sunwon Lee, Jaewoo Kang, Sun Kim
2016 — conf
SEMO: Searching Majority Opinions on Movies using SNS QA Threads.
WWW (Companion Volume)
Jukyoung Lee, Yonghwa Choi, Suhkyung Kim, Seongsoon Kim, Jaewoo Kang
2015 J jnl
DSigDB: drug signatures database for gene set analysis.
Bioinform.
Minjae Yoo, Jimin Shin, Jihye Kim, Karen A. Ryall, Kyubum Lee, Sunwon Lee, Minji Jeon, Jaewoo Kang, Aik Choon Tan
2015 A conf
Deep Semantic Frame-Based Deceptive Opinion Spam Analysis.
CIKM
Seongsoon Kim, Hyeokyoon Chang, Seongwoon Lee, Minhwan Yu, Jaewoo Kang
2015 J jnl
Identifying kinase dependency in cancer cells by integrating high-throughput drug screening and kinase inhibition data.
Bioinform.
Karen A. Ryall, Jimin Shin, Minjae Yoo, Trista K. Hinz, Jihye Kim, Jaewoo Kang, Lynn E. Heasley, Aik Choon Tan
2015 — conf
Smith Search: Opinion-Based Restaurant Search Engine.
WWW (Companion Volume)
Jaehoon Choi, Donghyeon Kim, Donghee Choi, Sangrak Lim, Seongsoon Kim, Jaewoo Kang, Youngjae Choi
2014 J jnl
Aggregative and stochastic model of main path identification: a case study on graphene.
Scientometrics
Woondong Yeo, Seonho Kim, Jae-Min Lee, Jaewoo Kang
2014 J jnl
BEReX: Biomedical Entity-Relationship eXplorer.
Bioinform.
Minji Jeon, Sunwon Lee, Kyubum Lee, Aik Choon Tan, Jaewoo Kang
2014 J jnl
Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy.
Bioinform.
Jihye Kim, Vihas T. Vasu, Rangnath Mishra, Katherine R. Singleton, Minjae Yoo, Sonia M. Leach, Eveline Farias-Hesson, Robert J. Mason, Jaewoo Kang, Preveen Ramamoorthy, Jeffrey A. Kern, Lynn E. Heasley, James H. Finigan, Aik Choon Tan
2014 J jnl
Development of Test Toolkit of Hard Review to Evaluate a Random Clinical Decision Support System for the Management of Chronic Adult Diseases.
Wirel. Pers. Commun.
Joon Tae Ahn, Gil Hong Park, Jaebum Son, Chae Seung Lim, Jaewoo Kang, Jihun Cha, Kijung Park, Dong-Min Kim
2013 J jnl
A quantitative approach to recommend promising technologies for SME innovation: a case study on knowledge arbitrage from LCD to solar cell.
Scientometrics
Woondong Yeo, Seonho Kim, Byoung-Youl Coh, Jaewoo Kang
2013 J jnl
Comparative meta-analysis between human and mouse cancer microarray data reveals critical pathways.
Int. J. Data Min. Bioinform.
Pankaj Chopra, Jaewoo Kang, Seung-Mo Hong
2013 J jnl
Mining Botnets and Their Evolution Patterns.
J. Comput. Sci. Technol.
Jaehoon Choi, Jaewoo Kang, Jinseung Lee, Chihwan Song, Qingsong Jin, Sunwon Lee, Jinsun Uh
2013 J jnl
On the efficacy of per-relation basis performance evaluation for PPI extraction and a high-precision rule-based approach.
BMC Medical Informatics Decis. Mak.
Junkyu Lee, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang
2012 J jnl
A 2-phased approach for detecting multiple loci associations with traits.
Int. J. Data Min. Bioinform.
Sunwon Lee, Jaewoo Kang, Junho Oh
2012 J jnl
Adaptive pattern mining model for early detection of botnet-propagation scale.
Secur. Commun. Networks
Do-Hoon Kim, Taek Lee, Jaewoo Kang, Hyunchoel Jeong, Hoh Peter In
2012 J jnl
BOSS: context-enhanced search for biomedical objects.
BMC Medical Informatics Decis. Mak.
Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang
2012 — conf
CONSENTO: a consensus search engine for answering subjective queries.
WWW (Companion Volume)
Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sangrak Lim, Sunwon Lee, Jaewoo Kang
2012 A conf
CONSENTO: a new framework for opinion based entity search and summarization.
CIKM
Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sangrak Lim, Sunwon Lee, Jaewoo Kang
2012 — conf
Drug-drug interaction analysis using heterogeneous biological information network.
BIBM
Kyubum Lee, Sunwon Lee, Minji Jeon, Jaehoon Choi, Jaewoo Kang
2012 — conf
High precision rule based PPI extraction and per-pair basis performance evaluation.
DTMBIO@CIKM
Junkyu Lee, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang
2012 J jnl
SignatureClust: a tool for landmark gene-guided clustering.
Soft Comput.
Pankaj Chopra, Hanjun Shin, Jaewoo Kang, Sunwon Lee
2010 — conf
A scalable method for detecting multiple loci associated with traits using TF-IDF weighting and association rule mining.
BIBM Workshops
Sunwon Lee, Jaewoo Kang, Junho Oh
2010 J jnl
Efficient skycube computation using point and domain-based filtering.
Inf. Sci.
Gayathri Tambaram Kailasam, Jinseung Lee, Jae-Won Rhee, Jaewoo Kang
2010 J jnl
Electrodiagnosis support system for localizing neural injury in an upper limb.
J. Am. Medical Informatics Assoc.
Hanjun Shin, Ki Hoon Kim, Chihwan Song, Injoon Lee, Kyubum Lee, Jaewoo Kang, Yoon Kyoo Kang
2009 J jnl
A cube framework for incorporating inter-gene information into biological data mining.
Int. J. Data Min. Bioinform.
Kuan-Ming Lin, Jaewoo Kang, Hanjun Shin, Jusang Lee
2009 J jnl
Empirical Bayes analysis of unreplicated microarray data.
Comput. Stat.
Hyungjun Cho, Jaewoo Kang, Jae K. Lee
2009 J jnl
Multivariable stream data classification using motifs and their temporal relations.
Inf. Sci.
Sungbo Seo, Jaewoo Kang, Keun Ho Ryu
2009 — conf
Using Gene Pair Combinations to Improve the Accuracy of the PAM Classifier.
BIBM
Pankaj Chopra, Jaewoo Kang, Jinseung Lee
2008 J jnl
Microarray data mining using landmark gene-guided clustering.
BMC Bioinform.
Pankaj Chopra, Jaewoo Kang, Jiong Yang, Hyungjun Cho, Heenam Stanley Kim, Min-Goo Lee
2008 — conf
Record Linkage as DNA Sequence Alignment Problem.
QDB/MUD
Yoojin Hong, Tao Yang, Jaewoo Kang, Dongwon Lee
2008 J jnl
Schema Matching Using Interattribute Dependencies.
IEEE Trans. Knowl. Data Eng.
Jaewoo Kang, Jeffrey F. Naughton
2007 J jnl
Are your citations clean?
Commun. ACM
Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On
2007 — conf
Efficient Subsequence Matching Using the Longest Common Subsequence with a Dual Match Index.
MLDM
Tae Sik Han, Seung-Kyu Ko, Jaewoo Kang
2007 Misc conf
Exploiting inter-gene information for microarray data integration.
SAC
Kuan-Ming Lin, Jaewoo Kang
2007 C conf
HICCUP: Hierarchical Clustering Based Value Imputation using Heterogeneous Gene Expression Microarray Datasets.
BIBE
Qiankun Zhao, Prasenjit Mitra, Dongwon Lee, Jaewoo Kang
2007 C conf
Selective Approach To Handling Topic Oriented Tasks On The World Wide Web.
CIDM
Amit C. Awekar, Jaewoo Kang
2006 J jnl
ARCS: an aggregated related column scoring scheme for aligned sequences.
Bioinform.
Bin Song, Jeong-Hyeon Choi, Guangyu Chen, Jacek Szymanski, Guo-Qiang Zhang, Anthony K. H. Tung, Jaewoo Kang, Sun Kim, Jiong Yang
2006 — conf
An effective approach to entity resolution problem using quasi-clique and its application to digital libraries.
JCDL
Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei
2006 A* conf
Improving Grouped-Entity Resolution Using Quasi-Cliques.
ICDM
Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei
2006 C conf
Multivariate Stream Data Classification Using Simple Text Classifiers.
DEXA
Sungbo Seo, Jaewoo Kang, Dongwon Lee, Keun Ho Ryu
2006 A* conf
Selective hypertext induced topic search.
WWW
Amit C. Awekar, Pabitra Mitra, Jaewoo Kang
2005 — conf
A scalable architecture for SIP infrastructure using content addressable networks.
ICC
Ramrajprabu Balasubramanian, Injong Rhee, Jaewoo Kang
2005 — conf
Comparative study of name disambiguation problem using a scalable blocking-based framework.
JCDL
Byung-Won On, Dongwon Lee, Jaewoo Kang, Prasenjit Mitra
2005 — conf
Effective and scalable solutions for mixed and split citation problems in digital libraries.
IQIS
Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park
2005 A conf
Establishing value mappings using statistical models and user feedback.
CIKM
Jaewoo Kang, Tae Sik Han, Dongwon Lee, Prasenjit Mitra
2005 B conf
Identifying Value Mappings for Data Integration: An Unsupervised Approach.
WISE
Jaewoo Kang, Dongwon Lee, Prasenjit Mitra
2005 — conf
Integrating Heterogeneous Microarray Data Sources Using Correlation Signatures.
DILS
Jaewoo Kang, Jiong Yang, Wanhong Xu, Pankaj Chopra
2005 — conf
Multivariate Stream Data Reduction in Sensor Network Applications.
EUC Workshops
Sungbo Seo, Jaewoo Kang, Keun Ho Ryu
2003 A* conf
Evaluating Window Joins over Unbounded Streams.
ICDE
Jaewoo Kang, Jeffrey F. Naughton, Stratis Viglas
2003 — conf
On Schema Matching with Opaque Column Names and Data Values.
SIGMOD Conference
Jaewoo Kang, Jeffrey F. Naughton
2001 J jnl
The Niagara Internet Query System.
IEEE Data Eng. Bull.
Jeffrey F. Naughton, David J. DeWitt, David Maier, Ashraf Aboulnaga, Jianjun Chen, Leonidas Galanis, Jaewoo Kang, Rajasekar Krishnamurthy, Qiong Luo, Naveen Prakash, Ravishankar Ramamurthy, Jayavel Shanmugasundaram, Feng Tian, Kristin Tufte, Stratis Viglas, Yuan Wang, Chun Zhang, Bruce Jackson, Anurag Kumar Gupta, Rushan Chen
1998 — conf
Catching the Boat with Strudel: Experiences with a Web-Site Management System.
SIGMOD Conference
Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu
1998 — conf
Catching the boat with Strudel: experiences with a Web Site management system.
BDA
Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu
1998 J jnl
Overview of Strudel - A Web-Site Management System.
Netw. Inf. Syst. J.
Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu
1997 — conf
STRUDEL: A Web-site Management System.
SIGMOD Conference
Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu