Songqiang Xu

PhD, Tsinghua University

PhD, Tsinghua University

兴趣爱好
  • Efficient AI
教育经历

  • M.S., 2026

    Peking University

  • B.S. in Electrical Engineering, 2023

    Beijing Institute of Technology

Publications

Linfeng Zhong, Songqiang Xu, Huifeng Wen, Tong Xie, Qingyu Guo, Yuan Wang, 李萌 (2025). SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding. In International Conference on Computer-Aided Design (ICCAD) 2025.

论文

Linye Wei, Shuzhang Zhong, Songqiang Xu, Runsheng Wang, Ru Huang, 李萌 (2025). SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding. In Design Automation Conference (DAC) 2025.

论文 演示文稿

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 演示文稿

Qingyu Guo, Jiayong Wan, Songqiang Xu, 李萌, Yuan Wang (2024). HG-PIPE: Vision Transformer Acceleration with Hybrid-Grained Pipeline. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文