Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence. - Dahyun Kim 001; Jihwan Bae; Yeonsik Jo; Jonghyun Choi (CoRR, 2019)

Learning Architectures for Binary Networks. - Dahyun Kim 001; Kunal Pratap Singh; Jonghyun Choi (ECCV (12), 2020)

BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements. - Dahyun Kim 001; Kunal Pratap Singh; Jonghyun Choi (CoRR, 2021)

Self-Supervised Learning for Binary Networks by Joint Classifier Training. - Dahyun Kim 001; Jonghyun Choi (CoRR, 2021)

Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning. - Dahyun Kim 001; Jonghyun Choi (CVPR, 2022)

Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference. - Hyunseo Koh; Dahyun Kim 001; Jung-Woo Ha 001; Jonghyun Choi (ICLR, 2022)

Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark. - Chanjun Park; Hyeonwoo Kim; Dahyun Kim 001; Seonghwan Cho; Sanghoon Kim; Sukyung Lee; Yungi Kim; Hwalsuk Lee (ACL (1), 2024)

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling. - Sanghoon Kim; Dahyun Kim 001; Chanjun Park; Wonsung Lee; Wonho Song; Yunsu Kim 004; Hyeonwoo Kim; Yungi Kim; Hyeonju Lee; Jihoo Kim; Changbae Ahn; Seonghoon Yang; et al. (NAACL (Industry Track), 2024)

Model-Based Data-Centric AI: Bridging the Divide Between Academic Ideals and Industrial Pragmatism. - Chanjun Park; Minsoo Khang; Dahyun Kim 001 (CoRR, 2024)

Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models. - Hyunbyung Park; Sukyung Lee; Gyoungjin Gim; Yungi Kim; Dahyun Kim 001; Chanjun Park (CoRR, 2024)

Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model. - Jihun Kim; Dahyun Kim 001; Hyungrok Jung; Taeil Oh; Jonghyun Choi (CoRR, 2024)

Evalverse: Unified and Accessible Library for Large Language Model Evaluation. - Jihoo Kim; Wonho Song; Dahyun Kim 001; Yunsu Kim 004; Yungi Kim; Chanjun Park (CoRR, 2024)

1 Trillion Token (1TT) Platform: A Novel Framework for Efficient Data Sharing and Compensation in Large Language Models. - Chanjun Park; Hyunsoo Ha; Jihoo Kim; Yungi Kim; Dahyun Kim 001; Sukyung Lee; Seonghoon Yang (CoRR, 2024)

sDPO: Don't Use Your Data All at Once. - Dahyun Kim 001; Yungi Kim; Wonho Song; Hyeonwoo Kim; Yunsu Kim 004; Sanghoon Kim; Chanjun Park (COLING (Industry), 2025)

Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models. - Dahyun Kim 001; Sukyung Lee; Yungi Kim; Attapol Rutherford; Chanjun Park (COLING, 2025)

Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs. - Hyeonwoo Kim; Dahyun Kim 001; Jihoo Kim; Sukyung Lee; Yungi Kim; Chanjun Park (NAACL (Industry Track), 2025)