Zebin Yang

PhD Student (2024)

Peking University

兴趣爱好
  • Efficient AI Algorithm & Hardware
教育经历

  • B.S. in Micro-electronics, 2024

    Peking University

Publications

Renjie Wei, Songqiang Xu, Linfeng Zhong, Zebin Yang, Qingyu Guo, Yuan Wang, Runsheng Wang, 李萌 (2025). LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design. In Design, Automation and Test in Europe Conference and Exhibition (DATE) 2025.

论文

Zebin Yang, Renze Chen, Taiqiang Wu, Ngai Wong, Yun (Eric) Liang, Runsheng Wang, Ru Huang, 李萌 (2024). MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Shuzhang Zhong, Zebin Yang, Ruihao Gong, Runsheng Wang, Ru Huang, 李萌 (2024). ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Chenqi Lin, Tianshi Xu, Zebin Yang, 李萌, Runsheng Wang, Ru Huang (2024). FastQuery: Communication-efficient Embedding Table Query for Private LLMs inference. In Design Automation Conference (DAC) 2024.

论文