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Shih-Yang (Sean) Liu
Shih-Yang (Sean) Liu
Phd Student, HKUST Computer Science
Verified email at connect.ust.hk - Homepage
Title
Cited by
Cited by
Year
DoRA: Weight-Decomposed Low-Rank Adaptation
SY Liu, CY Wang, H Yin, P Molchanov, YCF Wang, KT Cheng, MH Chen
ICML 2024 (Oral), 2024
522024
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
SY Liu, Z Liu, X Huang, P Dong, KT Cheng
EMNLP 2023 Main Conference, 2023
192023
Oscillation-free quantization for low-bit vision transformers
SY Liu, Z Liu, KT Cheng
ICML 2023, 21813-21824, 2023
122023
Efficient quantization-aware training with adaptive coreset selection
X Huang, Z Liu, SY Liu, KT Cheng
arXiv preprint arXiv:2306.07215, 2023
62023
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
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
X Huang, Z Liu, SY Liu, KT Cheng
arXiv preprint arXiv:2407.08044, 2024
2024
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
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels
CH Wu, SY Liu, X Huang, X Wang, R Zhang, L Minciullo, WK Yiu, K Kwan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
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