| Nn-lut: neural approximation of non-linear operations for efficient transformer inference J Yu, J Park, S Park, M Kim, S Lee, DH Lee, J Choi Proceedings of the 59th ACM/IEEE Design Automation Conference, 577-582, 2022 | 40 | 2022 |
| Token-scaled logit distillation for ternary weight generative language models M Kim, S Lee, J Lee, S Hong, DS Chang, W Sung, J Choi Advances in Neural Information Processing Systems 36, 2023 | 15 | 2023 |
| Understanding and Improving Knowledge Distillation for Quantization-Aware Training of Large Transformer Encoders M Kim, S Lee, S Hong, DS Chang, J Choi Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 8 | 2022 |
| Enhancing computation efficiency in large language models through weight and activation quantization J Lee, M Kim, S Baek, SJ Hwang, W Sung, J Choi Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 7 | 2023 |
| InfiniPot: Infinite Context Processing on Memory-Constrained LLMs M Kim, K Shim, J Choi, S Chang Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 1 | 2024 |
| RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models M Kim, S Lee, W Sung, J Choi Findings of the Association for Computational Linguistics ACL 2024, 15773-15786, 2024 | 1 | 2024 |
| Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers M Kim, K Shim, S Park, W Sung, J Choi Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 1 | 2023 |
| RILQ: Rank-Insensitive LoRA-based Quantization Error Compensation for Boosting 2-bit Large Language Model Accuracy G Lee, J Lee, S Hong, M Kim, E Ahn, DS Chang, J Choi arXiv preprint arXiv:2412.01129, 2024 | | 2024 |
| Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment J Lee, S Park, S Hong, M Kim, DS Chang, J Choi Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | | 2024 |
Jungwook ChoiHanyang UniversityVerified email at hanyang.ac.kr
