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

Publication
In Design, Automation and Test in Europe Conference and Exhibition (DATE)
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

Meng Li
Meng Li
Assistant Professor

I develop efficient and privacy-preserving AI systems through algorithm–hardware co-design, with applications in large language models, embodied AI, and multimodal intelligence.