Liu, Shih-Yang

DoRA: Weight-Decomposed Low-Rank Adaptation

Liu, S.-Y., Wang, C.-Y., Yin, H., Molchanov, P., Wang, Y.-C. F., Cheng, K.-T., & Chen, M.-H. (2024) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 74

LLM-FP4: 4-Bit Floating-Point Quantized Transformers

Liu, S.-Y., Liu, Z., Huang, X., Dong, P., & Cheng, K.-T. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Advanced Neural Network ApplicationsNumerical Methods and Algorithms

Cited by 50

Oscillation-free Quantization for Low-bit Vision Transformers

Liu, S.-Y., Liu, Z., & Cheng, K.-T. (2023) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 8