Jinhao Li

PhD student, Shanghai Jiaotong University

Joined

January 2025

Names

Jinhao Li (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2024 – Present

Researcher

Alibaba Group (alibaba-inc.com)

2021 – 2024

MS student

Shanghai Jiaotong University (sjtu.edu.cn)

2018 – 2021

Undergrad student

Beijing University of Aeronautics and Astronautics (buaa.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Guohao Dai

2024 – Present

Expertise

Efficient AI Systems

2024 – Present

Embodied AI

2024 – Present

Efficient Hardware Architecture

2020 – Present

Publications

MARCA-v2: Mamba Accelerator with Complementary State Space Model Sparsity and Reconfigurable Architecture
Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Ningyi Xu, Guohao Dai
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
- Readers: Everyone
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting
Jiaming Xu, Jiayi Pan, Yongkang Zhou, Siming Chen, Jinhao Li, Yaoxiu Lian, Junyi Wu, Guohao Dai
- Crossref
- Readers: Everyone
MARCA: Mamba Accelerator with Reconfigurable Architecture
Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai
- Crossref
- Readers: Everyone
Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization
Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai
- Crossref
- Readers: Everyone
Fine-Grained Modeling and Evaluation of 3-D Power Distribution Networks in Logic-on-Memory Stacking Architecture
Ang Li, Pengyu Liu, Zizheng Dong, Jinhao Li, Jianfei Jiang, Weijia Zhu, Naifeng Jing, Qin Wang
- IEEE Transactions on Signal and Power Integrity
- Readers: Everyone
Accelerator for LLM-Enhanced GNN with Product Quantization and Unified Indexing
Jiaming Xu, Jinhao Li, Jun Liu, Hao Zhou, Guohao Dai
- Crossref
- Readers: Everyone
LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration
Shan Huang, Jinhao Li, Zhen Yu, Jiancai Ye, Jiaming Xu, Ningyi Xu, Guohao Dai
- Crossref
- Readers: Everyone
FlightVGM: Efficient Video Generation Model Inference with Online Sparsification and Hybrid Precision on FPGAs
Jun Liu, Shulin Zeng, Li Ding, Widyadewi Soedarmadji, Hao Zhou, Zehao Wang, Jinhao Li, Jintao Li, Yadong Dai, Kairui Wen, Shan He, Yaqi Sun, Yu Wang, Guohao Dai
- Crossref
- Readers: Everyone
Enabling Efficient Sparse Multiplications on GPUs With Heuristic Adaptability
Jiaming Xu, Shan Huang, Jinhao Li, Guyue Huang, Yuan Xie, Yu Wang, Guohao Dai
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
- Readers: Everyone

Co-Authors

View all 33 co-authors