Jinheon Baek

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	All	Since 2019
Citations	489	489
h-index	10	10
i10-index	10	10

220

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202020212022202320243 22 95 217 152

Co-authors

Sung Ju HwangKAIST, DeepAutoVerified email at kaist.ac.kr
Minki KangResearch Engineer, KRAFTON; Ph.D. Student, KAISTVerified email at kaist.ac.kr
Soyeong JeongPh.D. student at KAISTVerified email at kaist.ac.kr
Dongki KimPhD student, KAIST (Korea Advanced Institute of Science and Technology)Verified email at kaist.ac.kr
Alham Fikri AjiMBZUAIVerified email at mbzuai.ac.ae
Wonyong JeongKAISTVerified email at kaist.ac.kr
Amir SaffariAmazon, Artificial General Intelligence, London UKVerified email at ymer.org
Jaehyeong JoPhD Student, KAISTVerified email at kaist.ac.kr
Seul LeeKAISTVerified email at kaist.ac.kr
Jin Myung KwakKAISTVerified email at kaist.ac.kr
Jaehong YoonPostdoc, UNC Chapel HillVerified email at cs.unc.edu
Jong C. ParkProfessor, School of Computing, KAISTVerified email at kaist.ac.kr
Sujay Kumar JauharPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Silviu CucerzanMicrosoft ResearchVerified email at microsoft.com
Seanie LeePhD Student, KAISTVerified email at kaist.ac.kr
Hayeon LeePostdoctoral Researcher, Meta AI (FAIR)Verified email at meta.com
Geon ParkKAISTVerified email at kaist.ac.kr
Jens LehmannPrincipal Scientist at Amazon Inc., Honorary Professor at TU DresdenVerified email at amazon.com
Jaewoo Kang (강재우)Dept of Computer Science and Engineering, Korea UniversityVerified email at korea.ac.kr
Yookyung KohKorea UniversityVerified email at korea.ac.kr

Jinheon Baek

Ph.D. student, KAIST

Verified email at kaist.ac.kr - Homepage

Machine Learning Graph Neural Networks Natural Language Processing Knowledge Graphs


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Accurate Learning of Graph Representations with Graph Multiset Pooling J Baek, M Kang, SJ Hwang ICLR 2021, 2021	151	2021
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction J Baek, DB Lee, SJ Hwang NeurIPS 2020, 2020	85	2020
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering J Baek, AF Aji, A Saffari {NLRSE, MATCHING} Workshop @ ACL 2023, 2023	52	2023
Edge Representation Learning with Hypergraphs J Jo, J Baek, S Lee*, D Kim, M Kang, SJ Hwang NeurIPS 2021, 2021	47	2021
Personalized Subgraph Federated Learning J Baek, W Jeong, J Jin, J Yoon, SJ Hwang ICML 2023, 2023	29	2023
KALA: Knowledge-Augmented Language Model Adaptation M Kang, J Baek, SJ Hwang NAACL 2022, 2022	24	2022
Graph Self-supervised Learning with Accurate Discrepancy Learning D Kim, J Baek, SJ Hwang NeurIPS 2022, 2022	21	2022
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation M Kang, JM Kwak, J Baek*, SJ Hwang KRLM Workshop @ ICML 2022, 2022	20*	2022
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks M Kang, S Lee, J Baek, K Kawaguchi, SJ Hwang NeurIPS 2023, 2023	14	2023
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation S Jeong, J Baek, CH Park, JC Park SDP Workshop @ NAACL 2021, 2021	11	2021
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion J Baek, N Chandrasekaran, S Cucerzan, A Herring, SK Jauhar The Web Conference (WWW) 2024, 2024	7*	2024
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation S Jeong, J Baek, S Cho, SJ Hwang, JC Park ACL 2022, 2022	7	2022
Knowledge-Augmented Language Model Verification J Baek, S Jeong, M Kang, JC Park, SJ Hwang EMNLP 2023, 2023	6	2023
Task-Adaptive Neural Network Search with Meta-Contrastive Learning W Jeong, H Lee, G Park*, E Hyung, J Baek, SJ Hwang NeurIPS 2021, 2021	6	2021
Direct Fact Retrieval from Knowledge Graphs without Entity Linking J Baek, AF Aji, J Lehmann, SJ Hwang ACL 2023, 2023	5	2023
Test-Time Self-Adaptive Small Language Models for Question Answering S Jeong, J Baek, S Cho, SJ Hwang, JC Park EMNLP Findings 2023, 2023	1	2023
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement S Jeong, J Baek, SJ Hwang, JC Park EACL 2023, 2023	1	2023
Object Detection in Aerial Images with Uncertainty-Aware Graph Network J Kim, J Baek, SJ Hwang VOLI Workshop @ ECCV 2022, 2022	1	2022
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests H Kim, Y Koh, J Baek, J Kang Neural Networks, 2021	1	2021
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models J Baek, SK Jauhar, S Cucerzan, SJ Hwang arXiv preprint arXiv:2404.07738, 2024		2024

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