Liu, Shih-Yang

6 publications

ICLR 2025 Hymba: A Hybrid-Head Architecture for Small Language Models Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov

CVPRW 2024 CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng

ICML 2024 DoRA: Weight-Decomposed Low-Rank Adaptation Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen

TMLR 2024 Robust and Efficient Quantization-Aware Training via Coreset Selection Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng

ICML 2023 Oscillation-Free Quantization for Low-Bit Vision Transformers Shih-Yang Liu, Zechun Liu, Kwang-Ting Cheng

AAAI 2022 Forecasting Asset Dependencies to Reduce Portfolio Risk Haoren Zhu, Shih-Yang Liu, Pengfei Zhao, Yingying Chen, Dik Lun Lee