| Solar 10.7 b: Scaling large language models with simple yet effective depth up-scaling D Kim, C Park, S Kim, W Lee, W Song, Y Kim, H Kim, Y Kim, H Lee, J Kim, ... NAACL 2024 Main, 2023 | 109* | 2023 |
| Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference H Koh, D Kim, JW Ha, J Choi ICLR2022, 2021 | 70 | 2021 |
| Learning architectures for binary networks D Kim, KP Singh, J Choi European conference on computer vision, 575-591, 2020 | 53 | 2020 |
| Incremental learning with maximum entropy regularization: Rethinking forgetting and intransigence D Kim, J Bae, Y Jo, J Choi arXiv preprint arXiv:1902.00829, 2019 | 19 | 2019 |
| sDPO: Don't Use Your Data All at Once D Kim, Y Kim, W Song, H Kim, Y Kim, S Kim, C Park COLING 2025 Main, 2024 | 16 | 2024 |
| Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark C Park, H Kim, D Kim, S Cho, S Kim, S Lee, Y Kim, H Lee ACL 2024 Main, 2024 | 9* | 2024 |
| Unsupervised representation learning for binary networks by joint classifier learning D Kim, J Choi Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 6* | 2022 |
| BNAS v2: A Summary with Empirical Improvements D Kim, KP Singh, J Choi CVPRW2021, 67.10, 0 | 6* | |
| Evalverse: Unified and Accessible Library for Large Language Model Evaluation J Kim, W Song, D Kim, Y Kim, Y Kim, C Park EMNLP 2024 Demo, 2024 | 4 | 2024 |
| Method and device for neural architecture search optimized for binary neural network KP Singh, D Kim, J Choi US Patent 11,132,600, 2021 | 3 | 2021 |
| Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models H Park, S Lee, G Gim, Y Kim, D Kim, C Park arXiv preprint arXiv:2403.19340, 2024 | 2 | 2024 |
| Model-Based Data-Centric AI: Bridging the Divide Between Academic Ideals and Industrial Pragmatism C Park, M Khang, D Kim ICLR 2024 DMLR Workshop, 2024 | 2 | 2024 |
| Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs H Kim, D Kim, J Kim, S Lee, Y Kim, C Park arXiv preprint arXiv:2410.12445, 2024 | | 2024 |
| Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models D Kim, S Lee, Y Kim, A Rutherford, C Park COLING 2025 Main, 2024 | | 2024 |
| 1 Trillion Token (1TT) Platform: A Novel Framework for Efficient Data Sharing and Compensation in Large Language Models C Park, H Ha, J Kim, Y Kim, D Kim, S Lee, S Yang arXiv preprint arXiv:2409.20149, 2024 | | 2024 |
| Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model J Kim, D Kim, H Jung, T Oh, J Choi arXiv preprint arXiv:2404.00285, 2024 | | 2024 |
| 바이너리 뉴럴 네트워크를 위한 뉴럴 아키텍쳐 서치 방법 및 장치 싱쿠날 프라탑， 김다현， 최종현 KR Patent 10-2,140,996, 2020 | | 2020 |
Jonghyun ChoiAssociate Professor, Seoul National UniversityVerified email at snu.ac.kr
