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ORCIDJaewoo Kang
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- affiliation: North Carolina State University, Raleigh, USA
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2020 – today
- 2025
[j72]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:
Small language models learn enhanced reasoning skills from medical textbooks. npj Digit. Medicine 8(1) (2025)- [j71]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:
Author Correction: Small language models learn enhanced reasoning skills from medical textbooks. npj Digit. Medicine 8(1) (2025) - [j70]Jinyoung Park
, Seongjun Yun, Hyeon-Jin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim:
Deformable Graph Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5385-5396 (2025) - [c94]Seungheun Baek, Soyon Park, Yan Ting Chok, Junhyun Lee, Jueon Park, Mogan Gim, Jaewoo Kang:
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement. AAAI 2025: 15445-15452 - [c93]Jungwoo Park, Ahn Young Jin, Kee-Eung Kim, Jaewoo Kang:
Monet: Mixture of Monosemantic Experts for Transformers. ICLR 2025 - [c92]Yein Park, Chanwoong Yoon, Jungwoo Park, Donghyeon Lee, Minbyul Jeong, Jaewoo Kang:
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains. ICLR 2025 - [c91]Taewhoo Lee, Chanwoong Yoon, Kyochul Jang, Donghyeon Lee, Minju Song, Hyunjae Kim, Jaewoo Kang:
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage. NAACL (Long Papers) 2025: 5497-5512 - [c90]Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon, Sungdong Kim, Yohan Jo, Jaewoo Kang:
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation. NAACL (Findings) 2025: 5899-5921 - [c89]Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang:
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering. NAACL (Long Papers) 2025: 12739-12753 - [i83]Hajung Kim, Chanhwi Kim, Jiwoong Sohn, Tim Beck, Marek Rei, Sunkyu Kim, T. Ian Simpson, Joram M. Posma, Antoine Lain, Mujeen Sung, Jaewoo Kang:
KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports. CoRR abs/2501.09744 (2025) - [i82]Seungheun Baek, Soyon Park, Yan Ting Chok, Mogan Gim, Jaewoo Kang:
GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization. CoRR abs/2501.18973 (2025) - [i81]Yein Park, Chanwoong Yoon, Jungwoo Park, Minbyul Jeong, Jaewoo Kang:
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information. CoRR abs/2502.14258 (2025) - [i80]Jaehoon Yun, Jiwoong Sohn, Jungwoo Park, Hyunjae Kim, Xiangru Tang, Yanjun Shao, Yonghoe Koo, Minhyeok Ko, Qingyu Chen, Mark Gerstein, Michael Moor, Jaewoo Kang:
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards. CoRR abs/2506.11474 (2025) - [i79]Jungwoo Park, Taewhoo Lee, Chanwoong Yoon, Hyeon Hwang, Jaewoo Kang:
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models. CoRR abs/2506.19697 (2025) - 2024
- [j69]Minbyul Jeong, Jiwoong Sohn, Mujeen Sung, Jaewoo Kang:
Improving medical reasoning through retrieval and self-reflection with retrieval-augmented large language models. Bioinform. 40(Supplement_1): i119-i129 (2024) - [j68]Mogan Gim, Jueon Park, Soyon Park, Sanghoon Lee, Seungheun Baek, Junhyun Lee, Ngoc-Quang Nguyen, Jaewoo Kang:
MolPLA: a molecular pretraining framework for learning cores, R-groups and their linker joints. Bioinform. 40(Supplement_1): i369-i380 (2024) - [j67]Yu Yin, Hyunjae Kim, Xiao Xiao, Chih-Hsuan Wei, Jaewoo Kang, Zhiyong Lu, Hua Xu, Meng Fang, Qingyu Chen:
Augmenting biomedical named entity recognition with general-domain resources. J. Biomed. Informatics 159: 104731 (2024) - [c88]Hyeon Hwang, Taewhoo Lee, Hyunjae Kim, Jaewoo Kang:
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction. ClinicalNLP@NAACL 2024: 526-536 - [c87]Hajung Kim, Chanhwi Kim, Hoonick Lee, Kyochul Jang, Jiwoo Lee, Kyungjae Lee, Gangwoo Kim, Jaewoo Kang:
KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR. ClinicalNLP@NAACL 2024: 672-686 - [c86]Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang:
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection. CIKM 2024: 4414-4422 - [c85]Heedou Kim, Dain Kim, Jiwoo Lee, Chanwoong Yoon, Donghee Choi, Mogan Gim, Jaewoo Kang:
LAPIS: Language Model-Augmented Police Investigation System. CIKM 2024: 4637-4644 - [c84]Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, Jihun Choi:
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions. LREC/COLING 2024: 3983-3996 - [c83]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. EACL (Findings) 2024: 2175-2184 - [c82]Chanwoong Yoon, Taewhoo Lee, Hyeon Hwang, Minbyul Jeong, Jaewoo Kang:
CompAct: Compressing Retrieved Documents Actively for Question Answering. EMNLP 2024: 21424-21439 - [c81]Kiwoong Yoo, Owen Oertell, Junhyun Lee, Sanghoon Lee, Jaewoo Kang:
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models. NeurIPS 2024 - [i78]Minbyul Jeong, Jiwoong Sohn, Mujeen Sung, Jaewoo Kang:
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models. CoRR abs/2401.15269 (2024) - [i77]Mogan Gim, Jueon Park, Soyon Park, Sanghoon Lee, Seungheun Baek, Junhyun Lee, Ngoc-Quang Nguyen, Jaewoo Kang:
MolPLA: A Molecular Pretraining Framework for Learning Cores, R-Groups and their Linker Joints. CoRR abs/2401.16771 (2024) - [i76]Junhyun Lee, Wooseong Yang, Jaewoo Kang:
Subgraph-level Universal Prompt Tuning. CoRR abs/2402.10380 (2024) - [i75]Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon, Sungdong Kim, Yohan Jo, Jaewoo Kang:
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search. CoRR abs/2402.11827 (2024) - [i74]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. CoRR abs/2402.15120 (2024) - [i73]Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Donghee Choi, Jaewoo Kang:
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks. CoRR abs/2404.00376 (2024) - [i72]Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, Jihun Choi:
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions. CoRR abs/2405.00523 (2024) - [i71]Minbyul Jeong, Hyeon Hwang, Chanwoong Yoon, Taewhoo Lee, Jaewoo Kang:
OLAPH: Improving Factuality in Biomedical Long-form Question Answering. CoRR abs/2405.12701 (2024) - [i70]Hajung Kim, Chanhwi Kim, Hoonick Lee, Kyochul Jang, Jiwoo Lee, Kyungjae Lee, Gangwoo Kim, Jaewoo Kang:
KU-DMIS at EHRSQL 2024: Generating SQL query via question templatization in EHR. CoRR abs/2406.00014 (2024) - [i69]Yu Yin, Hyunjae Kim, Xiao Xiao, Chih-Hsuan Wei, Jaewoo Kang, Zhiyong Lu, Hua Xu, Meng Fang, Qingyu Chen:
Augmenting Biomedical Named Entity Recognition with General-domain Resources. CoRR abs/2406.10671 (2024) - [i68]Chanwoong Yoon, Taewhoo Lee, Hyeon Hwang, Minbyul Jeong, Jaewoo Kang:
CompAct: Compressing Retrieved Documents Actively for Question Answering. CoRR abs/2407.09014 (2024) - [i67]Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang:
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection. CoRR abs/2407.13427 (2024) - [i66]Heedou Kim, Dain Kim, Jiwoo Lee, Chanwoong Yoon, Donghee Choi, Mogan Gim, Jaewoo Kang:
LAPIS: Language Model-Augmented Police Investigation System. CoRR abs/2407.20248 (2024) - [i65]Chanhwi Kim, Hyunjae Kim, Sihyeon Park, Jiwoo Lee, Mujeen Sung, Jaewoo Kang:
Learning from Negative Samples in Generative Biomedical Entity Linking. CoRR abs/2408.16493 (2024) - [i64]Seungheun Baek, Soyon Park, Yan Ting Chok, Junhyun Lee, Jueon Park, Mogan Gim, Jaewoo Kang:
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement. CoRR abs/2409.05484 (2024) - [i63]Jian Xu, Chao Yu, Jiawei Xu, Ying Ding, Vetle I. Torvik, Jaewoo Kang, Mujeen Sung, Min Song:
PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science. CoRR abs/2410.07969 (2024) - [i62]Yein Park, Chanwoong Yoon, Jungwoo Park, Donghyeon Lee, Minbyul Jeong, Jaewoo Kang:
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains. CoRR abs/2410.09870 (2024) - [i61]Taewhoo Lee, Chanwoong Yoon, Kyochul Jang, Donghyeon Lee, Minju Song, Hyunjae Kim, Jaewoo Kang:
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage. CoRR abs/2410.16848 (2024) - [i60]Kiwoong Yoo, Owen Oertell, Junhyun Lee, Sanghoon Lee, Jaewoo Kang:
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models. CoRR abs/2410.20660 (2024) - [i59]Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang:
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering. CoRR abs/2411.00300 (2024) - [i58]Hoonick Lee, Mogan Gim, Donghyeon Park, Donghee Choi, Jaewoo Kang:
Culinary Class Wars: Evaluating LLMs using ASH in Cuisine Transfer Task. CoRR abs/2411.01996 (2024) - [i57]Jungwoo Park, Youngjin Ahn, Kee-Eung Kim, Jaewoo Kang:
Monet: Mixture of Monosemantic Experts for Transformers. CoRR abs/2412.04139 (2024) - 2023
- [j66]Jinkyu Kim, Donghee Choi, Mogan Gim, Jaewoo Kang:
HADAPS: Hierarchical Adaptive Multi-Asset Portfolio Selection. IEEE Access 11: 73394-73402 (2023) - [j65]Junhyun Lee, Bumsoo Kim, Minji Jeon, Jaewoo Kang:
Co-Attention Graph Pooling for Efficient Pairwise Graph Interaction Learning. IEEE Access 11: 78549-78560 (2023) - [j64]Wonjin Yoon, Sean S. Yi, Richard Jackson, Hyunjae Kim, Sunkyu Kim, Jaewoo Kang:
Biomedical relation extraction with knowledge base-refined weak supervision. Database J. Biol. Databases Curation 2023 (2023) - [j63]Ngoc-Quang Nguyen, Gwanghoon Jang, Hajung Kim, Jaewoo Kang:
Perceiver CPI: a nested cross-attention network for compound-protein interaction prediction. Bioinform. 39(1) (2023) - [j62]Mogan Gim, Junseok Choe, Seungheun Baek, Jueon Park, Chaeeun Lee, Minjae Ju, Sumin Lee, Jaewoo Kang:
ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction. Bioinform. 39(Supplement-1): 448-457 (2023) - [j61]Donghee Choi, Mogan Gim, Samy Badreddine, Hajung Kim, Donghyeon Park, Jaewoo Kang:
KitchenScale: Learning to predict ingredient quantities from recipe contexts. Expert Syst. Appl. 224: 120041 (2023) - [j60]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:
Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine. J. Am. Medical Informatics Assoc. 31(1): 35-44 (2023) - [c80]Seongyun Lee, Hyunjae Kim, Jaewoo Kang:
LIQUID: A Framework for List Question Answering Dataset Generation. AAAI 2023: 13014-13024 - [c79]Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee:
Optimizing Test-Time Query Representations for Dense Retrieval. ACL (Findings) 2023: 5731-5746 - [c78]Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang:
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations. ACL (1) 2023: 7148-7163 - [c77]Sanghoon Lee, Gwanghoon Jang, Chanhwi Kim, Se-Jeong Park, Kiwoong Yoo, Jihye Kim, Sunkyu Kim, Jaewoo Kang:
Enhancing Clinical Outcome Predictions through Auxiliary Loss and Sentence-Level Self-Attention. BIBM 2023: 1210-1217 - [c76]Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang:
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization. BioNLP@ACL 2023: 567-573 - [c75]Hyunjae Kim, Hyeon Hwang, Chaeeun Lee, Minju Seo, Wonjin Yoon, Jaewoo Kang:
Exploring Approaches to Answer Biomedical Questions: From Pre-processing to GPT-4. CLEF (Working Notes) 2023: 132-144 - [c74]Hyunjun Lee, Junhyun Lee, Taehwa Choi, Jaewoo Kang, Sangbum Choi:
Towards Flexible Time-to-Event Modeling: Optimizing Neural Networks via Rank Regression. ECAI 2023: 1340-1347 - [c73]Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang:
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models. EMNLP 2023: 996-1009 - [i56]Seongyun Lee, Hyunjae Kim, Jaewoo Kang:
LIQUID: A Framework for List Question Answering Dataset Generation. CoRR abs/2302.01691 (2023) - [i55]Sumin Seo, Jaewoong Shin, Jaewoo Kang, Tae Soo Kim, Thijs Kooi:
ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity. CoRR abs/2304.05303 (2023) - [i54]Donghee Choi, Mogan Gim, Samy Badreddine, Hajung Kim, Donghyeon Park, Jaewoo Kang:
KitchenScale: Learning to predict ingredient quantities from recipe contexts. CoRR abs/2304.10739 (2023) - [i53]Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang:
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization. CoRR abs/2307.07409 (2023) - [i52]Hyunjun Lee, Junhyun Lee, Taehwa Choi, Jaewoo Kang, Sangbum Choi:
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression. CoRR abs/2307.08044 (2023) - [i51]Junhyun Lee, Bumsoo Kim, Minji Jeon, Jaewoo Kang:
Co-attention Graph Pooling for Efficient Pairwise Graph Interaction Learning. CoRR abs/2307.15377 (2023) - [i50]Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang:
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models. CoRR abs/2310.14696 (2023) - [i49]Bumsoo Kim, Taeho Choi, Jaewoo Kang, Hyunwoo J. Kim:
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection. CoRR abs/2312.12664 (2023) - 2022
- [j59]Hyunjae Kim, Jaewoo Kang:
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? IEEE Access 10: 31513-31523 (2022) - [j58]Hyunjae Kim, Mujeen Sung, Wonjin Yoon, Sungjoon Park, Jaewoo Kang:
Full-text chemical identification with improved generalizability and tagging consistency. Database J. Biol. Databases Curation 2022(2022) (2022) - [j57]Wonjin Yoon, Richard Jackson, Aron Lagerberg, Jaewoo Kang:
Sequence tagging for biomedical extractive question answering. Bioinform. 38(15): 3794-3801 (2022) - [j56]Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang:
BERN2: an advanced neural biomedical named entity recognition and normalization tool. Bioinform. 38(20): 4837-4839 (2022) - [j55]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:
Pandemics are catalysts of scientific novelty: Evidence from COVID-19. J. Assoc. Inf. Sci. Technol. 73(8): 1065-1078 (2022) - [j54]Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, Sean S. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim:
Graph Transformer Networks: Learning meta-path graphs to improve GNNs. Neural Networks 153: 104-119 (2022) - [c72]Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi:
FaVIQ: FAct Verification from Information-seeking Questions. ACL (1) 2022: 5154-5166 - [c71]Junseok Choe, Keonwoo Kim, Minjae Ju, Sumin Lee, Jaewoo Kang:
Improved Binding Affinity Prediction Using Non-Covalent Interactions and Graph Integration. BigComp 2022: 357-359 - [c70]Minjae Ju, Sanghoon Lee, Jaewoo Kang:
A denoised embedding space of genetic perturbation using Deep Metric Learning. BigComp 2022: 378-381 - [c69]Mogan Gim, Donghee Choi, Kana Maruyama, Jihun Choi, Hajung Kim, Donghyeon Park, Jaewoo Kang:
RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer. CIKM 2022: 3092-3102 - [c68]Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, Minbyul Jeong, Gangwoo Kim, Jaewoo Kang:
Data-Centric and Model-Centric Approaches for Biomedical Question Answering. CLEF 2022: 204-216 - [c67]Antoine Lain, Wonjin Yoon, Hyunjae Kim, Jaewoo Kang, Ian Simpson:
KU_ED at SocialDisNER: Extracting Disease Mentions in Tweets Written in Spanish. SMM4H@COLING 2022: 78-80 - [c66]Wonjin Yoon, Richard Jackson, Elliot Ford, Vladimir Poroshin, Jaewoo Kang:
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework. EMNLP (Industry Track) 2022: 619-626 - [c65]Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang:
Generating Information-Seeking Conversations from Unlabeled Documents. EMNLP 2022: 2362-2378 - [c64]Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang:
Simple Questions Generate Named Entity Recognition Datasets. EMNLP 2022: 6220-6236 - [c63]Seoyoon Kim, Seongjun Yun, Jaewoo Kang:
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs. IJCAI 2022: 3157-3163 - [c62]Jungsoo Park, Gyuwan Kim, Jaewoo Kang:
Consistency Training with Virtual Adversarial Discrete Perturbation. NAACL-HLT 2022: 5646-5656 - [i48]Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang:
BERN2: an advanced neural biomedical named entity recognition and normalization tool. CoRR abs/2201.02080 (2022) - [i47]Jaehyo Yoo, Jaewoo Kang:
Lack of Fluency is Hurting Your Translation Model. CoRR abs/2205.11826 (2022) - [i46]Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang:
Towards More Realistic Generation of Information-Seeking Conversations. CoRR abs/2205.12609 (2022) - [i45]Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee:
Refining Query Representations for Dense Retrieval at Test Time. CoRR abs/2205.12680 (2022) - [i44]Seongjun Yun, Seoyoon Kim, Junhyun Lee, Jaewoo Kang, Hyunwoo J. Kim:
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction. CoRR abs/2206.04216 (2022) - [i43]Jinyoung Park, Seongjun Yun, Hyeon-Jin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim:
Deformable Graph Transformer. CoRR abs/2206.14337 (2022) - [i42]Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang:
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations. CoRR abs/2210.07586 (2022) - [i41]Mogan Gim, Donghee Choi, Kana Maruyama, Jihun Choi, Hajung Kim, Donghyeon Park, Jaewoo Kang:
RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer. CoRR abs/2210.10628 (2022) - [i40]Minbyul Jeong, Jaewoo Kang:
Enhancing Label Consistency on Document-level Named Entity Recognition. CoRR abs/2210.12949 (2022) - [i39]Wonjin Yoon, Richard Jackson, Elliot Ford, Vladimir Poroshin, Jaewoo Kang:
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework. CoRR abs/2212.00223 (2022) - 2021
- [j53]Keonwoo Kim, Donghyeon Park, Michael Spranger, Kana Maruyama, Jaewoo Kang:
RecipeBowl: A Cooking Recommender for Ingredients and Recipes Using Set Transformer. IEEE Access 9: 143623-143633 (2021) - [j52]Gwanghoon Jang, Sungjoon Park, Sanghoon Lee, Sunkyu Kim, Se-Jeong Park, Jaewoo Kang:
Predicting mechanism of action of novel compounds using compound structure and transcriptomic signature coembedding. Bioinform. 37(Supplement): 376-382 (2021) - [j51]Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang:
Exploring the spatial reasoning ability of neural models in human IQ tests. Neural Networks 140: 27-38 (2021) - [j50]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, Alex Tropsha, Chana Hecht, Tirtha K. Das, Heather A. Carlson, Ruben Abagyan, Justin Guinney, Avner Schlessinger, Ross L. Cagan:
Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge. PLoS Comput. Biol. 17(9) (2021) - [c61]Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang:
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering. ACL/IJCNLP (1) 2021: 6130-6141 - [c60]Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen:
Learning Dense Representations of Phrases at Scale. ACL/IJCNLP (1) 2021: 6634-6647 - [c59]Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, Minbyul Jeong, Gangwoo Kim, Jaewoo Kang:
KU-DMIS at BioASQ 9: Data-centric and model-centric approaches for biomedical question answering. CLEF (Working Notes) 2021: 351-359 - [c58]Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim:
HOTR: End-to-End Human-Object Interaction Detection With Transformers. CVPR 2021: 74-83 - [c57]Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang:
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism. EACL 2021: 3613-3617 - [c56]Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang:
Can Language Models be Biomedical Knowledge Bases? EMNLP (1) 2021: 4723-4734 - [c55]Seongjun Yun, Seoyoon Kim, Junhyun Lee, Jaewoo Kang, Hyunwoo J. Kim:
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction. NeurIPS 2021: 13683-13694 - [i38]Hyunjae Kim, Jaewoo Kang:
How Do Your Biomedical Named Entity Models Generalize to Novel Entities? CoRR abs/2101.00160 (2021) - [i37]Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang:
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism. CoRR abs/2101.05972 (2021) - [i36]Minbyul Jeong, Jaewoo Kang:
Regularizing Models via Pointwise Mutual Information for Named Entity Recognition. CoRR abs/2104.07249 (2021) - [i35]Jungsoo Park, Gyuwan Kim, Jaewoo Kang:
Consistency Training with Virtual Adversarial Discrete Perturbation. CoRR abs/2104.07284 (2021) - [i34]Wonjin Yoon, Richard Jackson, Jaewoo Kang, Aron Lagerberg:
Sequence Tagging for Biomedical Extractive Question Answering. CoRR abs/2104.07535 (2021) - [i33]Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim:
HOTR: End-to-End Human-Object Interaction Detection with Transformers. CoRR abs/2104.13682 (2021) - [i32]Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, Sean S. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim:
Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs. CoRR abs/2106.06218 (2021) - [i31]Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang:
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering. CoRR abs/2106.11575 (2021) - [i30]Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi:
FaVIQ: FAct Verification from Information-seeking Questions. CoRR abs/2107.02153 (2021) - [i29]Mujeen Sung, Jinhyuk Lee, Sean S. Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang:
Can Language Models be Biomedical Knowledge Bases? CoRR abs/2109.07154 (2021) - [i28]Hyunjae Kim, Mujeen Sung, Wonjin Yoon, Sungjoon Park, Jaewoo Kang:
Improving Tagging Consistency and Entity Coverage for Chemical Identification in Full-text Articles. CoRR abs/2111.10584 (2021) - [i27]Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang:
Simple Questions Generate Named Entity Recognition Datasets. CoRR abs/2112.08808 (2021) - 2020
- [j49]Jungwoon Shin, Keonwoo Kim, Donghyeon Park, Sunkyu Kim, Jaewoo Kang:
Bipartite Link Prediction by Intra-Class Connection Based Triadic Closure. IEEE Access 8: 140194-140204 (2020) - [j48]Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang:
BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Bioinform. 36(4): 1234-1240 (2020) - [j47]Sunkyu Kim, Keonwoo Kim, Junseok Choe, Inggeol Lee, Jaewoo Kang:
Improved survival analysis by learning shared genomic information from pan-cancer data. Bioinform. 36(Supplement-1): i389-i398 (2020) - [j46]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:
ChimerDB 4.0: an updated and expanded database of fusion genes. Nucleic Acids Res. 48(Database-Issue): D817-D824 (2020) - [c54]Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang:
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering. ACL 2020: 912-919 - [c53]Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang:
Biomedical Entity Representations with Synonym Marginalization. ACL 2020: 3641-3650 - [c52]Doyeong Hwang, Minji Jeon, Jaewoo Kang:
A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural Network. BigComp 2020: 323-329 - [c51]Buru Chang, Gwanghoon Jang, Seoyoon Kim, Jaewoo Kang:
Learning Graph-Based Geographical Latent Representation for Point-of-Interest Recommendation. CIKM 2020: 135-144 - [c50]Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang:
Transferability of Natural Language Inference to Biomedical Question Answering. CLEF (Working Notes) 2020 - [c49]Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim:
Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods. ECCV (9) 2020: 416-432 - [c48]Bumsoo Kim, Taeho Choi, Jaewoo Kang, Hyunwoo J. Kim:
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection. ECCV (15) 2020: 498-514 - [c47]Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang:
Look at the First Sentence: Position Bias in Question Answering. EMNLP (1) 2020: 1109-1121 - [c46]Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang:
Answering Questions on COVID-19 in Real-Time. NLP4COVID@EMNLP 2020 - [c45]Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang:
Adversarial Subword Regularization for Robust Neural Machine Translation. EMNLP (Findings) 2020: 1945-1953 - [c44]Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang:
MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020: 4520-4526 - [c43]Buru Chang, Yookyung Koh, Donghyeon Park, Jaewoo Kang:
Content-Aware Successive Point-of-Interest Recommendation. SDM 2020: 100-108 - [i26]Wonjin Yoon, Yoon Sun Yeo, Minbyul Jeong, Bong-Jun Yi, Jaewoo Kang:
Learning by Semantic Similarity Makes Abstractive Summarization Better. CoRR abs/2002.07767 (2020) - [i25]Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang:
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests. CoRR abs/2004.05352 (2020) - [i24]Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang:
Adversarial Subword Regularization for Robust Neural Machine Translation. CoRR abs/2004.14109 (2020) - [i23]Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang:
Look at the First Sentence: Position Bias in Question Answering. CoRR abs/2004.14602 (2020) - [i22]Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang:
Biomedical Entity Representations with Synonym Marginalization. CoRR abs/2005.00239 (2020) - [i21]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:
Building a PubMed knowledge graph. CoRR abs/2005.04308 (2020) - [i20]Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang:
Answering Questions on COVID-19 in Real-Time. CoRR abs/2006.15830 (2020) - [i19]Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang:
Transferability of Natural Language Inference to Biomedical Question Answering. CoRR abs/2007.00217 (2020) - [i18]Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang:
MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System. CoRR abs/2007.05402 (2020) - [i17]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:
Can pandemics transform scientific novelty? Evidence from COVID-19. CoRR abs/2009.12500 (2020) - [i16]Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim:
Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods. CoRR abs/2010.10047 (2020) - [i15]Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen:
Learning Dense Representations of Phrases at Scale. CoRR abs/2012.12624 (2020)
2010 – 2019
- 2019
- [j45]Donghyeon Park, Yonghwa Choi, Daehan Kim, Minhwan Yu, Seongsoon Kim, Jaewoo Kang:
Can Machines Learn to Comprehend Scientific Literature? IEEE Access 7: 16246-16256 (2019) - [j44]Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang:
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining. IEEE Access 7: 73729-73740 (2019) - [j43]Jinho Lee, Raehyun Kim, Yookyung Koh, Jaewoo Kang:
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network. IEEE Access 7: 167260-167277 (2019) - [j42]Minji Jeon, Donghyeon Park, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Sunkyu Kim, Yonghwa Choi, Aik Choon Tan, Jaewoo Kang:
ReSimNet: drug response similarity prediction using Siamese neural networks. Bioinform. 35(24): 5249-5256 (2019) - [j41]Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang:
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition. BMC Bioinform. 20-S(10): 55-65 (2019) - [j40]Jocelyn Barbosa, Woo-Keun Seo, Jaewoo Kang:
paraFaceTest: an ensemble of regression tree-based facial features extraction for efficient facial paralysis classification. BMC Medical Imaging 19(1): 30:1-30:14 (2019) - [j39]Minjae Yoo, Jimin Shin, Hyunmin Kim, Jihye Kim, Jaewoo Kang, Aik Choon Tan:
Exploring the molecular mechanisms of Traditional Chinese Medicine components using gene expression signatures and connectivity map. Comput. Methods Programs Biomed. 174: 33-40 (2019) - [j38]Bilal Ahmed Lodhi, Jaewoo Kang:
Multipath-DenseNet: A Supervised ensemble architecture of densely connected convolutional networks. Inf. Sci. 482: 63-72 (2019) - [c42]Junhyun Lee, Inyeop Lee, Jaewoo Kang:
Self-Attention Graph Pooling. ICML 2019: 3734-3743 - [c41]Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang:
KitcheNette: Predicting and Ranking Food Ingredient Pairings using Siamese Neural Network. IJCAI 2019: 5930-5936 - [c40]Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim:
Graph Transformer Networks. NeurIPS 2019: 11960-11970 - [c39]Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang:
Pre-trained Language Model for Biomedical Question Answering. PKDD/ECML Workshops (2) 2019: 727-740 - [c38]Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang:
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network. SDM 2019: 765-773 - [c37]Seongjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang:
SAIN: Self-Attentive Integration Network for Recommendation. SIGIR 2019: 1205-1208 - [i14]Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang:
BioBERT: a pre-trained biomedical language representation model for biomedical text mining. CoRR abs/1901.08746 (2019) - [i13]Jinho Lee, Raehyun Kim, Yookyung Koh, Jaewoo Kang:
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network. CoRR abs/1902.10948 (2019) - [i12]Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang:
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network. CoRR abs/1903.10144 (2019) - [i11]Junhyun Lee, Inyeop Lee, Jaewoo Kang:
Self-Attention Graph Pooling. CoRR abs/1904.08082 (2019) - [i10]Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang:
KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks. CoRR abs/1905.07261 (2019) - [i9]Seoungjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang:
SAIN: Self-Attentive Integration Network for Recommendation. CoRR abs/1905.13130 (2019) - [i8]Raehyun Kim, Chan Ho So, Minbyul Jeong, Sanghoon Lee, Jinkyu Kim, Jaewoo Kang:
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction. CoRR abs/1908.07999 (2019) - [i7]Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang:
Pre-trained Language Model for Biomedical Question Answering. CoRR abs/1909.08229 (2019) - [i6]Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang:
Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering. CoRR abs/1911.02896 (2019) - [i5]Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim:
Graph Transformer Networks. CoRR abs/1911.06455 (2019) - 2018
- [j37]Sangrak Lim, Jaewoo Kang:
Chemical-gene relation extraction using recursive neural network. Database J. Biol. Databases Curation 2018: bay060 (2018) - [j36]Kyubum Lee, Byounggun Kim, Yonghwa Choi, Sunkyu Kim, Won-Ho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan, Jaewoo Kang:
Deep learning of mutation-gene-drug relations from the literature. BMC Bioinform. 19(1): 21:1-21:13 (2018) - [j35]Hwejin Jung, Bumsoo Kim, Inyeop Lee, Junhyun Lee, Jaewoo Kang:
Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method. BMC Medical Imaging 18(1): 48:1-48:10 (2018) - [j34]Minji Jeon, Sunkyu Kim, Sungjoon Park, Heewon Lee, Jaewoo Kang:
In silico drug combination discovery for personalized cancer therapy. BMC Syst. Biol. 12(S-2): 59-67 (2018) - [j33]Sungjoon Park, Jung Min Kim, Won-Ho Shin, Sung Won Han, Minji Jeon, Hyun Jin Jang, Ik-Soon Jang, Jaewoo Kang:
BTNET : boosted tree based gene regulatory network inference algorithm using time-course measurement data. BMC Syst. Biol. 12(S-2): 69-77 (2018) - [j32]Chunggyeom Kim, Jinhyuk Lee, Raehyun Kim, Youngbin Park, Jaewoo Kang:
DeepNAP: Deep neural anomaly pre-detection in a semiconductor fab. Inf. Sci. 457-458: 1-11 (2018) - [j31]Buru Chang, Yonggyu Park, Seongsoon Kim, Jaewoo Kang:
DeepPIM: A deep neural point-of-interest imputation model. Inf. Sci. 465: 61-71 (2018) - [c36]Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang:
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling. CIKM 2018: 337-346 - [c35]Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang:
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering. EMNLP 2018: 565-569 - [c34]Buru Chang, Yonggyu Park, Donghyeon Park, Seongsoon Kim, Jaewoo Kang:
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation. IJCAI 2018: 3301-3307 - [c33]Buru Chang, Hyunjae Kim, Raehyun Kim, Deahan Kim, Jaewoo Kang:
A Deep Neural Spoiler Detection Model Using a Genre-Aware Attention Mechanism. PAKDD (1) 2018: 183-195 - [i4]Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang:
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling. CoRR abs/1809.01316 (2018) - [i3]Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang:
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition. CoRR abs/1809.07950 (2018) - [i2]Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang:
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering. CoRR abs/1810.00494 (2018) - [i1]Yonggyu Park, Junhyun Lee, Yookyung Koh, Inyeop Lee, Jinhyuk Lee, Jaewoo Kang:
Typeface Completion with Generative Adversarial Networks. CoRR abs/1811.03762 (2018) - 2017
- [j30]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:
ChimerDB 3.0: an enhanced database for fusion genes from cancer transcriptome and literature data mining. Nucleic Acids Res. 45(Database-Issue): D784-D789 (2017) - [c32]Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, Jaewoo Kang:
Name Nationality Classification with Recurrent Neural Networks. IJCAI 2017: 2081-2087 - [c31]Seongsoon Kim, Seongwoon Lee, Donghyeon Park, Jaewoo Kang:
Constructing and Evaluating a Novel Crowdsourcing-based Paraphrased Opinion Spam Dataset. WWW 2017: 827-836 - 2016
- [j29]Kyubum Lee, Sunwon Lee, Sungjoon Park, Sunkyu Kim, Suhkyung Kim, Kwanghun Choi, Aik Choon Tan, Jaewoo Kang:
BRONCO: Biomedical entity Relation ONcology COrpus for extracting gene-variant-disease-drug relations. Database J. Biol. Databases Curation 2016 (2016) - [j28]Kyubum Lee, Won-Ho Shin, Byounggun Kim, Sunwon Lee, Yonghwa Choi, Sunkyu Kim, Minji Jeon, Aik Choon Tan, Jaewoo Kang:
HiPub: translating PubMed and PMC texts to networks for knowledge discovery. Bioinform. 32(18): 2886-2888 (2016) - [j27]Jusang Lee, Kyuri Jo, Sunwon Lee, Jaewoo Kang, Sun Kim:
Prioritizing biological pathways by recognizing context in time-series gene expression data. BMC Bioinform. 17(S-17): 257-268 (2016) - [j26]Jocelyn Barbosa, Kyubum Lee, Sunwon Lee, Bilal Ahmed Lodhi, Jae-Gu Cho, Woo-Keun Seo, Jaewoo Kang:
Efficient quantitative assessment of facial paralysis using iris segmentation and active contour-based key points detection with hybrid classifier. BMC Medical Imaging 16: 23 (2016) - [c30]Jukyoung Lee, Yonghwa Choi, Suhkyung Kim, Seongsoon Kim, Jaewoo Kang:
SEMO: Searching Majority Opinions on Movies using SNS QA Threads. WWW (Companion Volume) 2016: 219-222 - 2015
- [j25]Minjae Yoo, Jimin Shin, Jihye Kim, Karen A. Ryall, Kyubum Lee, Sunwon Lee, Minji Jeon, Jaewoo Kang, Aik Choon Tan:
DSigDB: drug signatures database for gene set analysis. Bioinform. 31(18): 3069-3071 (2015) - [j24]Karen A. Ryall, Jimin Shin, Minjae Yoo, Trista K. Hinz, Jihye Kim, Jaewoo Kang, Lynn E. Heasley, Aik Choon Tan:
Identifying kinase dependency in cancer cells by integrating high-throughput drug screening and kinase inhibition data. Bioinform. 31(23): 3799-3806 (2015) - [c29]Seongsoon Kim, Hyeokyoon Chang, Seongwoon Lee, Minhwan Yu, Jaewoo Kang:
Deep Semantic Frame-Based Deceptive Opinion Spam Analysis. CIKM 2015: 1131-1140 - [c28]Jaehoon Choi, Donghyeon Kim, Donghee Choi, Sangrak Lim, Seongsoon Kim, Jaewoo Kang, Youngjae Choi:
Smith Search: Opinion-Based Restaurant Search Engine. WWW (Companion Volume) 2015: 187-190 - 2014
- [j23]Minji Jeon, Sunwon Lee, Kyubum Lee, Aik Choon Tan, Jaewoo Kang:
BEReX: Biomedical Entity-Relationship eXplorer. Bioinform. 30(1): 135-136 (2014) - [j22]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:
Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy. Bioinform. 30(17): 2393-2398 (2014) - [j21]Woondong Yeo, Seonho Kim, Jae-Min Lee, Jaewoo Kang:
Aggregative and stochastic model of main path identification: a case study on graphene. Scientometrics 98(1): 633-655 (2014) - [j20]Joon Tae Ahn, Gil Hong Park, Jaebum Son, Chae Seung Lim, Jaewoo Kang, Jihun Cha, Kijung Park, Dong-Min Kim:
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. 79(4): 2469-2484 (2014) - 2013
- [j19]Pankaj Chopra, Jaewoo Kang, Seung-Mo Hong:
Comparative meta-analysis between human and mouse cancer microarray data reveals critical pathways. Int. J. Data Min. Bioinform. 8(3): 349-365 (2013) - [j18]Jaehoon Choi, Jaewoo Kang, Jinseung Lee, Chihwan Song, Qingsong Jin, Sunwon Lee, Jinsun Uh:
Mining Botnets and Their Evolution Patterns. J. Comput. Sci. Technol. 28(4): 605-615 (2013) - [j17]Junkyu Lee, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang:
On the efficacy of per-relation basis performance evaluation for PPI extraction and a high-precision rule-based approach. BMC Medical Informatics Decis. Mak. 13(S-1): S7 (2013) - [j16]Woondong Yeo, Seonho Kim, Byoung-Youl Coh, Jaewoo Kang:
A quantitative approach to recommend promising technologies for SME innovation: a case study on knowledge arbitrage from LCD to solar cell. Scientometrics 96(2): 589-604 (2013) - 2012
- [j15]Sunwon Lee, Jaewoo Kang, Junho Oh:
A 2-phased approach for detecting multiple loci associations with traits. Int. J. Data Min. Bioinform. 6(5): 535-556 (2012) - [j14]Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang:
BOSS: context-enhanced search for biomedical objects. BMC Medical Informatics Decis. Mak. 12(S-1): S7 (2012) - [j13]Do-Hoon Kim, Taek Lee, Jaewoo Kang, Hyunchoel Jeong, Hoh Peter In:
Adaptive pattern mining model for early detection of botnet-propagation scale. Secur. Commun. Networks 5(8): 917-927 (2012) - [j12]Pankaj Chopra, Hanjun Shin, Jaewoo Kang, Sunwon Lee:
SignatureClust: a tool for landmark gene-guided clustering. Soft Comput. 16(3): 411-418 (2012) - [c27]Kyubum Lee, Sunwon Lee, Minji Jeon, Jaehoon Choi, Jaewoo Kang:
Drug-drug interaction analysis using heterogeneous biological information network. BIBM 2012: 1-5 - [c26]Junkyu Lee, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang:
High precision rule based PPI extraction and per-pair basis performance evaluation. DTMBIO@CIKM 2012: 69-76 - [c25]Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sangrak Lim, Sunwon Lee, Jaewoo Kang:
CONSENTO: a new framework for opinion based entity search and summarization. CIKM 2012: 1935-1939 - [c24]Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sangrak Lim, Sunwon Lee, Jaewoo Kang:
CONSENTO: a consensus search engine for answering subjective queries. WWW (Companion Volume) 2012: 481-482 - 2010
- [j11]Gayathri Tambaram Kailasam, Jinseung Lee, Jae-Won Rhee, Jaewoo Kang:
Efficient skycube computation using point and domain-based filtering. Inf. Sci. 180(7): 1090-1103 (2010) - [j10]Hanjun Shin, Ki Hoon Kim, Chihwan Song, Injoon Lee, Kyubum Lee, Jaewoo Kang, Yoon Kyoo Kang:
Electrodiagnosis support system for localizing neural injury in an upper limb. J. Am. Medical Informatics Assoc. 17(3): 345-347 (2010) - [c23]Sunwon Lee, Jaewoo Kang, Junho Oh:
A scalable method for detecting multiple loci associated with traits using TF-IDF weighting and association rule mining. BIBM Workshops 2010: 318-323
2000 – 2009
- 2009
- [j9]HyungJun Cho, Jaewoo Kang, Jae K. Lee:
Empirical Bayes analysis of unreplicated microarray data. Comput. Stat. 24(3): 393-408 (2009) - [j8]Kuan-Ming Lin, Jaewoo Kang, Hanjun Shin, Jusang Lee:
A cube framework for incorporating inter-gene information into biological data mining. Int. J. Data Min. Bioinform. 3(1): 3-22 (2009) - [j7]Sungbo Seo, Jaewoo Kang, Keun Ho Ryu:
Multivariable stream data classification using motifs and their temporal relations. Inf. Sci. 179(20): 3489-3504 (2009) - [c22]Pankaj Chopra, Jaewoo Kang, Jinseung Lee:
Using Gene Pair Combinations to Improve the Accuracy of the PAM Classifier. BIBM 2009: 174-177 - 2008
- [j6]Pankaj Chopra, Jaewoo Kang, Jiong Yang, HyungJun Cho, Heenam Stanley Kim, Min-Goo Lee:
Microarray data mining using landmark gene-guided clustering. BMC Bioinform. 9 (2008) - [j5]Jaewoo Kang, Jeffrey F. Naughton:
Schema Matching Using Interattribute Dependencies. IEEE Trans. Knowl. Data Eng. 20(10): 1393-1407 (2008) - [c21]Yoojin Hong, Tao Yang, Jaewoo Kang, Dongwon Lee:
Record Linkage as DNA Sequence Alignment Problem. QDB/MUD 2008: 13-22 - 2007
- [j4]Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On:
Are your citations clean? Commun. ACM 50(12): 33-38 (2007) - [c20]Qiankun Zhao, Prasenjit Mitra, Dongwon Lee, Jaewoo Kang:
HICCUP: Hierarchical Clustering Based Value Imputation using Heterogeneous Gene Expression Microarray Datasets. BIBE 2007: 71-78 - [c19]Amit C. Awekar, Jaewoo Kang:
Selective Approach To Handling Topic Oriented Tasks On The World Wide Web. CIDM 2007: 343-348 - [c18]Tae Sik Han, Seung-Kyu Ko, Jaewoo Kang:
Efficient Subsequence Matching Using the Longest Common Subsequence with a Dual Match Index. MLDM 2007: 585-600 - [c17]Kuan-Ming Lin, Jaewoo Kang:
Exploiting inter-gene information for microarray data integration. SAC 2007: 123-127 - 2006
- [j3]Bin Song, Jeong-Hyeon Choi, Guangyu Chen, Jacek Szymanski, Guo-Qiang Zhang, Anthony K. H. Tung, Jaewoo Kang, Sun Kim, Jiong Yang:
ARCS: an aggregated related column scoring scheme for aligned sequences. Bioinform. 22(19): 2326-2332 (2006) - [c16]Sungbo Seo, Jaewoo Kang, Dongwon Lee, Keun Ho Ryu:
Multivariate Stream Data Classification Using Simple Text Classifiers. DEXA 2006: 420-429 - [c15]Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei:
Improving Grouped-Entity Resolution Using Quasi-Cliques. ICDM 2006: 1008-1015 - [c14]Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei:
An effective approach to entity resolution problem using quasi-clique and its application to digital libraries. JCDL 2006: 51-52 - [c13]Amit C. Awekar, Pabitra Mitra, Jaewoo Kang:
Selective hypertext induced topic search. WWW 2006: 1023-1024 - 2005
- [c12]Jaewoo Kang, Tae Sik Han, Dongwon Lee, Prasenjit Mitra:
Establishing value mappings using statistical models and user feedback. CIKM 2005: 68-75 - [c11]Jaewoo Kang, Jiong Yang, Wanhong Xu, Pankaj Chopra:
Integrating Heterogeneous Microarray Data Sources Using Correlation Signatures. DILS 2005: 105-120 - [c10]Sungbo Seo, Jaewoo Kang, Keun Ho Ryu:
Multivariate Stream Data Reduction in Sensor Network Applications. EUC Workshops 2005: 198-207 - [c9]Ramrajprabu Balasubramanian, Injong Rhee, Jaewoo Kang:
A scalable architecture for SIP infrastructure using content addressable networks. ICC 2005: 1314-1318 - [c8]Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park:
Effective and scalable solutions for mixed and split citation problems in digital libraries. IQIS 2005: 69-76 - [c7]Byung-Won On, Dongwon Lee, Jaewoo Kang, Prasenjit Mitra:
Comparative study of name disambiguation problem using a scalable blocking-based framework. JCDL 2005: 344-353 - [c6]Jaewoo Kang, Dongwon Lee, Prasenjit Mitra:
Identifying Value Mappings for Data Integration: An Unsupervised Approach. WISE 2005: 544-551 - 2003
- [c5]Jaewoo Kang, Jeffrey F. Naughton, Stratis Viglas:
Evaluating Window Joins over Unbounded Streams. ICDE 2003: 341-352 - [c4]Jaewoo Kang, Jeffrey F. Naughton:
On Schema Matching with Opaque Column Names and Data Values. SIGMOD Conference 2003: 205-216 - 2001
- [j2]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:
The Niagara Internet Query System. IEEE Data Eng. Bull. 24(2): 27-33 (2001)
1990 – 1999
- 1998
- [j1]Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu:
Overview of Strudel - A Web-Site Management System. Netw. Inf. Syst. J. 1(1): 115-140 (1998) - [c3]Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu:
Catching the boat with Strudel: experiences with a Web Site management system. BDA 1998 - [c2]Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu:
Catching the Boat with Strudel: Experiences with a Web-Site Management System. SIGMOD Conference 1998: 414-425 - 1997
- [c1]Mary F. Fernández, Daniela Florescu, Jaewoo Kang, Alon Y. Levy, Dan Suciu:
STRUDEL: A Web-site Management System. SIGMOD Conference 1997: 549-552
Coauthor Index
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