Shih-Yang (Sean) Liu

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2023202413 130

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Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTVerified email at ust.hk
Zechun LiuMeta Reality LabsVerified email at andrew.cmu.edu
Xijie HuangHong Kong University of Science and TechnologyVerified email at connect.ust.hk
Min-Hung ChenSenior Research Scientist @ NVIDIAVerified email at nvidia.com
Chien-Yi WangNVIDIA ResearchVerified email at nvidia.com
Yu-Chiang Frank WangNational Taiwan University & NVIDIAVerified email at ntu.edu.tw
Hongxu (Danny) YinStaff Research Scientist, NVIDIA Research; Princeton UniversityVerified email at princeton.edu
Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Pingcheng DongHong Kong University of Science and TechnologyVerified email at connect.ust.hk

Shih-Yang (Sean) Liu

Other namesShih-Yang Liu

PhD Student, HKUST Computer Science, NVIDIA Research

Verified email at connect.ust.hk - Homepage


Title Sort by citations Sort by year Sort by 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	86	2024
LLM-FP4: 4-Bit Floating-Point Quantized Transformers SY Liu, Z Liu, X Huang, P Dong, KT Cheng EMNLP 2023 Main Conference, 2023	25	2023
Oscillation-free quantization for low-bit vision transformers SY Liu, Z Liu, KT Cheng ICML 2023, 21813-21824, 2023	17	2023
Efficient quantization-aware training with adaptive coreset selection X Huang, Z Liu, SY Liu, KT Cheng arXiv preprint arXiv:2306.07215, 2023	9	2023
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	6	2022
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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