Jinhao Li

According to our database, Jinhao Li authored at least 11 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

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

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

TB-STC: Transposable Block-wise N: M Structured Sparse Tensor Core.

Jun Liu, Shulin Zeng, Junbo Zhao, Li Ding, Zeyu Wang, Jinhao Li, Zhenhua Zhu, Xuefei Ning, Chen Zhang, Yu Wang, Guohao Dai

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

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

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 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

SoftmAP: Software-Hardware Co-Design for Integer-Only Softmax on Associative Processors.

Mariam Rakka, Jinhao Li, Guohao Dai, Ahmed M. Eltawil, Mohammed E. Fouda, Fadi J. Kurdahi

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

Accelerator for LLM-Enhanced GNN with Product Quantization and Unified Indexing.

Jiaming Xu, Jinhao Li, Jun Liu, Hao Zhou, Guohao Dai

Proceedings of the 30th Asia and South Pacific Design Automation 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

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