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2020 – today
- 2024
[c6]Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng:
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels. CVPR Workshops 2024: 4636-4645- [c5]Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen:
DoRA: Weight-Decomposed Low-Rank Adaptation. ICML 2024 - [i7]Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen:
DoRA: Weight-Decomposed Low-Rank Adaptation. CoRR abs/2402.09353 (2024) - [i6]Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei Ni, Xuejiao Liu, Yu Liu, Peng Luo, Luhong Liang, Shih-Yang Liu, Xijie Huang, Huaiyu Zhu
, Yun Pan, Fengwei An, Kwang-Ting Cheng:
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers. CoRR abs/2403.19591 (2024) - [i5]Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng:
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization. CoRR abs/2407.08044 (2024) - 2023
- [c4]Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng:
LLM-FP4: 4-Bit Floating-Point Quantized Transformers. EMNLP 2023: 592-605 - [c3]Shih-Yang Liu, Zechun Liu, Kwang-Ting Cheng:
Oscillation-free Quantization for Low-bit Vision Transformers. ICML 2023: 21813-21824 - [i4]Shih-Yang Liu, Zechun Liu, Kwang-Ting Cheng:
Oscillation-free Quantization for Low-bit Vision Transformers. CoRR abs/2302.02210 (2023) - [i3]Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng:
Efficient Quantization-aware Training with Adaptive Coreset Selection. CoRR abs/2306.07215 (2023) - [i2]Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng:
LLM-FP4: 4-Bit Floating-Point Quantized Transformers. CoRR abs/2310.16836 (2023) - [i1]Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng:
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels. CoRR abs/2312.09066 (2023) - 2022
- [c2]Haoren Zhu, Shih-Yang Liu, Pengfei Zhao, Yingying Chen, Dik Lun Lee:
Forecasting Asset Dependencies to Reduce Portfolio Risk. AAAI 2022: 4397-4404 - [c1]Shih-Yang Liu, Hsien-Hao Chen, Chih-Ming Chen, Ming-Feng Tsai, Chuan-Ju Wang:
IPR: Interaction-level Preference Ranking for Explicit feedback. SIGIR 2022: 1912-1916
Coauthor Index
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