Shih-Yang Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
7
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | DAC | APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design. | Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng |
| 2025 | ICLR | 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 |
| 2024 | CVPR | 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 |
| 2024 | DAC | Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers. | 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 |
| 2024 | EMNLP | RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization. | Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng |
| 2024 | ICML | 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 |
| 2023 | EMNLP | LLM-FP4: 4-Bit Floating-Point Quantized Transformers. | Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng |
| 2023 | ICML | Oscillation-free Quantization for Low-bit Vision Transformers. | Shih-Yang Liu, Zechun Liu, Kwang-Ting Cheng |
| 2022 | AAAI | Forecasting Asset Dependencies to Reduce Portfolio Risk. | Haoren Zhu, Shih-Yang Liu, Pengfei Zhao, Yingying Chen, Dik Lun Lee |
| 2022 | SIGIR | IPR: Interaction-level Preference Ranking for Explicit feedback. | Shih-Yang Liu, Hsien-Hao Chen, Chih-Ming Chen, Ming-Feng Tsai, Chuan-Ju Wang |