Kyung‐Hoon Bae

LG (South Korea) — South Korea

Computer Science · Physical Sciences

10h-index358citations72works6.92yr avg
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Research Topics

Advanced Vision and Imaging(25), Video Surveillance and Tracking Methods(10), Image Processing Techniques and Applications(10), Image and Video Stabilization(9), Advanced Image Processing Techniques(8)

Publications72 total

EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
arXiv (Cornell University)·2025Open Access
ICT-QA: Question Answering Over Multi-Modal Contexts Including Image, Chart, and Text Modalities
2025
Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents
2025
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
arXiv (Cornell University)·2025Open Access
Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents
arXiv (Cornell University)·2025Open Access
MolMole: Molecule Mining from Scientific Literature
arXiv (Cornell University)·2025Open Access
Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization
arXiv (Cornell University)·2025· 2 citedOpen Access
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
arXiv (Cornell University)·2024· 2 citedOpen Access
Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
Scientific Reports·2024· 11 citedOpen Access
EXAONE 3.0 7.8B Instruction Tuned Language Model
arXiv (Cornell University)·2024· 2 citedOpen Access
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks
arXiv (Cornell University)·2024· 1 citedOpen Access
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
arXiv (Cornell University)·2024· 1 citedOpen Access
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection
2024· 89 cited
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks
2024· 1 citedOpen Access
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
2024· 1 cited
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning
2024Open Access
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection
arXiv (Cornell University)·2023· 5 citedOpen Access
On Sample-Efficient Code Generation
2023Open Access
Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
arXiv (Cornell University)·2022· 3 citedOpen Access
ANNA: Enhanced Language Representation for Question Answering
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Eun‐Soo Kim(11), Honglak Lee(9), Changhan Park(6), Stanley Jungkyu Choi(5), Seung Hwan Kim(4), Jongseong Jang(4), Dong‐Choon Hwang(4), Jung‐Hwan Ko(4), Gerrard Jeongwon Jo(4), Edward Hwayoung Lee(4), Seung Cheol Kim(4), LG AI Research(3), Eunbi Choi(3), Seok‐Hee Hong(3), Junwon Hwang(3), Hyojin Jeon(3), Hyunjik Jo(3), JiYeon Jung(3), Hyosang Kim(3), Joonkee Kim(3)