SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding

Publication
In International Conference on Computer-Aided Design (ICCAD)
Linfeng Zhong
PhD Student (co-advised w/ Prof. Yuan Wang, 2026)
Songqiang Xu
PhD, Tsinghua University

2+ first-author papers

Huifeng Wen
Master Student (2024)
Tong Xie
PhD Student (co-advised w/ Prof. Runsheng Wang, 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.