Concepedia

Jinheon Baek

JB

13

Publications

449

Citations

11

H-Index

2020

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Korea Institute of Science & Technology Information

Korea Institute of Science and Technology

Amazon (Germany)

Mohamed bin Zayed University of Artificial Intelligence

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

Top concepts

EngineeringData ScienceComputer ScienceLanguageLinguisticsGraph TheoryDeep LearningGraph ProcessingMachine LearningLarge Language Models

Publications per year

2020–2025

13

Publications

13

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Soyeong Jeong, Jinheon Baek, Sukmin Cho et al. · 2024 · 108 citations · Full text

Accurate Learning of Graph Representations with Graph Multiset Pooling

Jinheon Baek, Minki Kang, Sung Ju Hwang · arXiv (Cornell University) · 2021 · 68 citations · Full text

Structural Dependencies, Graph Neural Networks, Engineering +12

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Jinheon Baek, Alham Fikri Aji, Amir Saffari · 2023 · 68 citations · Full text

Llm Fine-tuning, Engineering, Knowledge Graph Question +21

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Jinheon Baek, Alham Aji, Amir Saffari · 2023 · 38 citations · Full text

Llm Fine-tuning, Engineering, Knowledge Graph Question +19

Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction

Jinheon Baek, Dong Bok Lee, Sung Ju Hwang · arXiv (Cornell University) · 2020 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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