Shan Huang

PhD student, Computer science and technology, Shanghai Jiaotong University

Joined

September 2024

Names

Shan Huang (Preferred)

Emails

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

Personal Links

ORCID

Career & Education History

PhD student

Computer science and technology, Shanghai Jiaotong University (sjtu.edu.cn)

2025 – 2029

MS student

Electronic information and electrical engineering, Shanghai Jiaotong University (sjtu.edu.cn)

2022 – 2025

Undergrad student

Environmental Science and Engineering, Shanghai Jiaotong University (sjtu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Ningyi Xu

2025 – 2029

PhD Advisor

Guohao Dai

2025 – 2029

Expertise

Efficient AI systems

2025 – 2029

AI for Optimization

2025 – 2029

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
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
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
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
ViDA: Video Diffusion Transformer Acceleration with Differential Approximation and Adaptive Dataflow
Li Ding, Jun Liu, Shan Huang, Guohao Dai
- Crossref
- Readers: Everyone
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale
Ziyang Zheng, Shan Huang, Jianyuan Zhong, Zhengyuan Shi, Guohao Dai, Ningyi Xu, Qiang Xu
- ICLR 2025 Poster
- Readers: Everyone

Shan Huang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

MARCA-v2: Mamba Accelerator with Complementary State Space Model Sparsity and Reconfigurable Architecture

MARCA: Mamba Accelerator with Reconfigurable Architecture

Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization

LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration

Enabling Efficient Sparse Multiplications on GPUs With Heuristic Adaptability

ViDA: Video Diffusion Transformer Acceleration with Differential Approximation and Adaptive Dataflow

DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale

Co-Authors