Shan Huang

According to our database, Shan Huang authored at least 9 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enabling Efficient Sparse Multiplications on GPUs With Heuristic Adaptability.

Jiaming Xu, Shan Huang, Jinhao Li, Guyue Huang, Yuan Xie, Yu Wang, Guohao Dai

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2025

Speculative Decoding for Verilog: Speed and Quality, All in One.

Changran Xu, Yi Liu, Yunhao Zhou, Shan Huang, Ningyi Xu, Qiang Xu

CoRR, March, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DyLGNN: Efficient LM-GNN Fine-Tuning with Dynamic Node Partitioning, Low-Degree Sparsity, and Asynchronous Sub-Batch.

Zhen Yu, Jinhao Li, Jiaming Xu, Shan Huang, Jiancai Ye, Ningyi Xu, Guohao Dai

Proceedings of the Design, Automation & Test in Europe Conference, 2025

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

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

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

Li Ding, Jun Liu, Shan Huang, Guohao Dai

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024

Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective.

Jinhao Li, Jiaming Xu, Shan Huang, Yonghua Chen, Wen Li, Jun Liu, Yaoxiu Lian, Jiayi Pan, Li Ding, Hao Zhou, Yu Wang, Guohao Dai

CoRR, 2024

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

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

MARCA: Mamba Accelerator with Reconfigurable Architecture.

Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024