LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design

Renjie Wei, Songqiang Xu, Linfeng Zhong, Zebin Yang, Qingyu Guo, Yuan Wang, Runsheng Wang, 李萌
二月, 2025
论文 演示文稿
类型
会议文章
出版物
In Design, Automation and Test in Europe Conference and Exhibition (DATE)
Hardware Hardware Acc Efficient AI
Renjie Wei
PhD Student (2022)
Songqiang Xu
PhD, Tsinghua University

2+ first-author papers

Linfeng Zhong
PhD Student (co-advised w/ Prof. Yuan Wang, 2026)
Zebin Yang
PhD Student (2024)
Qingyu Guo
Senior Software Engineer@ByteDance

1st author papers x 4, 1st Place IEEE AICAS Contest

李萌
李萌
助理教授

我通过算法—硬件协同设计，研究高效且保护隐私的人工智能系统，并将其应用于大语言模型、具身智能和多模态智能。