Kyunghoon Bae

According to our database, Kyunghoon Bae authored at least 26 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes.

Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Yemuk Choi, Kyubeen Han, Seokhee Hong, Junwon Hwang, Taewan Hwang, Joonwon Jang, Hyojin Jeon, Kijeong Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Euisoon Kim, Hyosang Kim, Jihoon Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Youchul Kim, Edward Hwayoung Lee, Gwangho Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Sangha Park, Young Min Paik, Yongmin Park, Youngyong Park, Sanghyun Seo, Sihoon Yang, Heuiyeen Yeen, Sihyuk Yi, Hyeongu Yun

CoRR, July, 2025

Geometric Embedding Alignment via Curvature Matching in Transfer Learning.

Sung Moon Ko, Jaewan Lee, Sumin Lee, Soorin Yim, Kyunghoon Bae, Sehui Han

CoRR, June, 2025

LGAI-EMBEDDING-Preview Technical Report.

Jooyoung Choi, Hyun Kim, Hansol Jang, Changwook Jun, Kyunghoon Bae, Hyewon Choi, Stanley Jungkyu Choi, Honglak Lee, Chulmin Yun

CoRR, June, 2025

SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety.

Geon-Hyeong Kim, Youngsoo Jang, Yu Jin Kim, Byoungjip Kim, Honglak Lee, Kyunghoon Bae, Moontae Lee

CoRR, May, 2025

MolMole: Molecule Mining from Scientific Literature.

LG AI Research, Sehyun Chun, Jiye Kim, Ahra Jo, Yeonsik Jo, Seungyul Oh, Seungjun Lee, Kwangrok Ryoo, Jongmin Lee, Seung Hwan Kim, Byung Jun Kang, Soonyoung Lee, Jun Ha Park, Chanwoo Moon, Jiwon Ham, Haein Lee, Heejae Han, Jaeseung Byun, Soojong Do, Minju Ha, Dongyun Kim, Kyunghoon Bae, Woohyung Lim, Edward Hwayoung Lee, Yongmin Park, Jeongsang Yu, Gerrard Jeongwon Jo, Yeonjung Hong, Kyungjae Yoo, Sehui Han, Jaewan Lee, Changyoung Park, Kijeong Jeon, Sihyuk Yi

CoRR, May, 2025

EXAONE Deep: Reasoning Enhanced Language Models.

LG AI Research, Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Yemuk Choi, Seokhee Hong, Junwon Hwang, Hyojin Jeon, Kijeong Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Hyosang Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Youchul Kim, Edward Hwayoung Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Sangha Park, Yongmin Park, Sihoon Yang, Heuiyeen Yeen, Sihyuk Yi, Hyeongu Yun

CoRR, March, 2025

Do Not Trust Licenses You See: Dataset Compliance Requires Massive-Scale AI-Powered Lifecycle Tracing.

Jaekyeom Kim, Sungryull Sohn, Gerrard Jeongwon Jo, Jihoon Choi, Kyunghoon Bae, Hwayoung Lee, Yongmin Park, Honglak Lee

CoRR, March, 2025

Mol-LLM: Generalist Molecular LLM with Improved Graph Utilization.

Chanhui Lee, Yuheon Song, Yongjun Jeong, Hanbum Ko, Rodrigo Hormazabal, Sehui Han, Kyunghoon Bae, Sungbin Lim, Sungwoong Kim

CoRR, February, 2025

ICT-QA: Question Answering over Multi-modal Contexts including Image, Chart, and Text Modalities.

Youngrok Jang, Hyesoo Kong, Gyeonghun Kim, Yejin Lee, Stanley Jungkyu Choi, Kyunghoon Bae

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents.

Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Dong-Ki Kim, Kyunghoon Bae, Honglak Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases.

LG AI Research, Soyoung An, Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Seokhee Hong, Junwon Hwang, Hyojin Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Yountae Jung, Hyosang Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Youchul Kim, Edward Hwayoung Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Woohyung Lim, Sangha Park, Sooyoun Park, Yongmin Park, Sihoon Yang, Heuiyeen Yeen, Hyeongu Yun

CoRR, 2024

EXAONE 3.0 7.8B Instruction Tuned Language Model.

Soyoung An, Kyunghoon Bae, Eunbi Choi, Stanley Jungkyu Choi, Yemuk Choi, Seokhee Hong, Yeonjung Hong, Junwon Hwang, Hyojin Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Yountae Jung, Euisoon Kim, Hyosang Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Youchul Kim, Edward Hwayoung Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Moontae Lee, Seungjun Lee, Woohyung Lim, Sangha Park, Sooyoun Park, Yongmin Park, Boseong Seo, Sihoon Yang, Heuiyeen Yeen, Kyungjae Yoo, Hyeongu Yun

CoRR, 2024

Instruction Matters, a Simple yet Effective Task Selection Approach in Instruction Tuning for Specific Tasks.

Changho Lee, Janghoon Han, Seonghyeon Ye, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae

CoRR, 2024

AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents.

Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

CoRR, 2024

ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection.

Jeeho Hyun, Sangyun Kim, Giyoung Jeon, Seung Hwan Kim, Kyunghoon Bae, Byung Jun Kang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents.

Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks.

Changho Lee, Janghoon Han, Seonghyeon Ye, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning.

Janghoon Han, Changho Lee, Joongbo Shin, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

On Sample-Efficient Code Generation.

Hojae Han, Yu Jin Kim, Byoungjip Kim, Youngwon Lee, Kyungjae Lee, Kyungmin Lee, Moontae Lee, Kyunghoon Bae, Seung-won Hwang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2022

Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders.

Jongseong Jang, Daeun Kyung, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae, Edward Choi

CoRR, 2022

ANNA": " Enhanced Language Representation for Question Answering.

Changwook Jun, Hansol Jang, Myoseop Sim, Hyun Kim, Jooyoung Choi, Kyungkoo Min, Kyunghoon Bae

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

L-Verse: Bidirectional Generation Between Image and Text.

Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents.

Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Kojiro Machi, Masaharu Yoshioka, Youngrok Jang, Hosung Song, Junho Lee, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae, Darshini Mahendran, Christina Tang, Bridget T. McInnes, Timothy Baldwin, Karin Verspoor

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Context aware Named Entity Recognition and Relation Extraction with Domain-specific language model.

Youngrok Jang, Hosung Song, Junho Lee, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation.

Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, Konstantinos N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2014

Real-time detection of small faces in HD video.

Seungji Yang, Kyunghoon Bae

Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014