JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration

Mingzi Wang, Yuan Meng, Chen Tang, Weixiang Zhang, Yijian Qin, Yang Yao, Yingxin Li, Tongtong Feng, Xin Wang, Xun Guan, Zhi Wang, Wenwu Zhu

AAAI 2025 pp. 21171-21179

doi:10.1609/AAAI.V39I20.35415 /aaai/2025/wang2025aaai-jaq/

AAAI Semantic Scholar

Cite

Text

Wang et al. "JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I20.35415

Markdown

[Wang et al. "JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/wang2025aaai-jaq/) doi:10.1609/AAAI.V39I20.35415

BibTeX

@inproceedings{wang2025aaai-jaq,
  title     = {{JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration}},
  author    = {Wang, Mingzi and Meng, Yuan and Tang, Chen and Zhang, Weixiang and Qin, Yijian and Yao, Yang and Li, Yingxin and Feng, Tongtong and Wang, Xin and Guan, Xun and Wang, Zhi and Zhu, Wenwu},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {21171-21179},
  doi       = {10.1609/AAAI.V39I20.35415},
  url       = {https://mlanthology.org/aaai/2025/wang2025aaai-jaq/}
}