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Shih-Yang (Sean) Liu
Shih-Yang (Sean) Liu
Phd Student, HKUST Computer Science
connect.ust.hk의 이메일 확인됨 - 홈페이지
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LLM-FP4: 4-Bit Floating-Point Quantized Transformers
SY Liu, Z Liu, X Huang, P Dong, KT Cheng
EMNLP 2023 Main Conference, 2023
122023
DoRA: Weight-Decomposed Low-Rank Adaptation
SY Liu, CY Wang, H Yin, P Molchanov, YCF Wang, KT Cheng, MH Chen
arXiv preprint arXiv:2402.09353, 2024
102024
Oscillation-free quantization for low-bit vision transformers
SY Liu, Z Liu, KT Cheng
ICML 2023, 21813-21824, 2023
92023
Ipr: Interaction-level preference ranking for explicit feedback
SY Liu, HH Chen, CM Chen, MF Tsai, CJ Wang
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
62022
Efficient quantization-aware training with adaptive coreset selection
X Huang, Z Liu, SY Liu, KT Cheng
arXiv preprint arXiv:2306.07215, 2023
42023
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers
P Dong, Y Tan, D Zhang, T Ni, X Liu, Y Liu, P Luo, L Liang, SY Liu, ...
2024 61st ACM/IEEE Design Automation Conference (DAC), 2024
2024
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학술자료 1–6