Qingyu Guo

Senior Software Engineer@ByteDance

ByteDance Inc (Talent Program)

Interests
  • Efficient AI
Education

  • B.S. in Microelectronics, 2020

    Peking University

  • Ph.D. in Microelectronics (Co-advised with Prof. Yuan Wang), 2025

    Peking University

Publications

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

Paper

Renjie Wei, Songqiang Xu, Linfeng Zhong, Zebin Yang, Qingyu Guo, Yuan Wang, Runsheng Wang, Meng Li (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.

Paper Slides

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

Paper

Qingyu Guo, Haoyang Luo, Meng Li, Xiyuan Tang, Yuan Wang (2024). CASCADE: A Framework for CNN Accelerator Synthesis with Concatenation and Refreshing Dataflow. In IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I) (2024).

Paper

Xin Qiao, Qingyu Guo, Xiyuan Tang, Jiahao Song, Renjie Wei, Meng Li, Runsheng Wang, Yuan Wang (2024). A 16.38TOPS and 4.55POPS/W SRAM Computing-in-Memory Macro for Signed Operands Computation and Batch Normalization Implementation. In IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I) (2024).

Paper