Jinheon Baek - Concepedia

Author

Jinheon Baek

Korea Advanced Institute of Science and Technology ORCID

Also Known As

Baek, Jinheon, Jinheon Baek, Santiago Góngora

Publications

539

Citations

H-Index

Concepts

All Affiliations

Korea Advanced Institute of Science and Technology Korea Institute of Science & Technology Information Korea Institute of Science and Technology Amazon (Germany)Mohamed bin Zayed University of Artificial Intelligence

About

Jinheon Baek is an author at Korea Advanced Institute of Science and Technology specializing in computer science, data science, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	272
2	Computer Science	8	8	272
3	Data Science	8	8	272
4	Language Studies	4	4	143
5	Business	2	2	43

Jinheon Baek

Publications

449

Citations

H-Index

Page 1

	Year	Citations
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong, Jinheon Baek, Sukmin Cho,	2024	108
Accurate Learning of Graph Representations with Graph Multiset Pooling Jinheon Baek, Minki Kang, Sung Ju Hwang arXiv (Cornell University) Structural DependenciesGraph Neural NetworksEngineeringGraph TheoryMachine Learning	2021	68
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering Jinheon Baek, Alham Fikri Aji, Amir Saffari Llm Fine-tuningEngineeringKnowledge Graph QuestionSemanticsLarge Language Model	2023	68
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering Jinheon Baek, Alham Aji, Amir Saffari Llm Fine-tuningEngineeringKnowledge Graph QuestionSemanticsLarge Language Model	2023	38
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek, Dong Bok Lee, Sung Ju Hwang arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningLink PredictionTransductive Link Prediction	2020	32
KALA: Knowledge-Augmented Language Model Adaptation Minki Kang, Jinheon Baek, Sung Ju Hwang Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies	2022	32
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks Minki Kang, Seanie Lee, Jinheon Baek, arXiv (Cornell University) Artificial IntelligenceLlm Fine-tuningEngineeringSmall LmsKnowledge-augmented Reasoning Distillation	2023	20
Edge Representation Learning with Hypergraphs Jaehyeong Jo, Jinheon Baek, Seul Lee, arXiv (Cornell University) Geometric LearningGraph Representation LearningMachine LearningEngineeringGraph Reconstruction	2021	18
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, EngineeringQuery ModelSearch Log InfrastructureSemantic WebQuery Suggestion	2024	17
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models Jinheon Baek, Sunil Kumar Jauhar, Silviu Cucerzan, arXiv (Cornell University)	2024	13

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