Shaoqiang Lu

According to our database, Shaoqiang Lu authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

Harnessing Spatiotemporal Redundancy for Fast Diffusion Models on FPGA.

Dongge Qin, Junhong Qian, Shaoqiang Lu, Yangbo Wei, Ruizhe Deng, Xiao Shi, Chen Wu, Longxing Shi, Lei He

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

DFVG: A Heterogeneous Architecture for Speculative Decoding with Draft-on-FPGA and Verify-on-GPU.

Shaoqiang Lu, Yangbo Wei, Junhong Qian, Dongge Qin, Shiji Gao, Yizhi Ding, Qifan Wang, Chen Wu, Xiao Shi, Lei He

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

dLLM-OPU: An FPGA Overlay Processor for Accelerated Diffusion Large Language Models.

Yangbo Wei, Shaoqiang Lu, Junhong Qian, Lei He, Dongge Qin, Xiao Shi, Chen Wu, Linfeng Zhang

Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference.

Yangbo Wei, Zhen Huang, Shaoqiang Lu, Junhong Qian, Dongge Qin, Ting-Jung Lin, Wei W. Xing, Chen Wu, Lei He

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MCoreOPU: An FPGA-based Multi-Core Overlay Processor for Transformer-based Models.

Shaoqiang Lu, Tiandong Zhao, Ting-Jung Lin, Rumin Zhang, Chen Wu, Lei He

ACM Trans. Reconfigurable Technol. Syst., September, 2025

MoE-OPU: An FPGA Overlay Processor Leveraging Expert Parallelism for MoE-based Large Language Models.

Shaoqiang Lu, Yangbo Wei, Junhong Qian, Chen Wu, Xiao Shi, Lei He

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

C2OPU: Hybrid Compute-in-Memory and Coarse-Grained Reconfigurable Architecture for Overlay Processing of Transformers.

Siyuan Miao, Lingkang Zhu, Chen Wu, Shaoqiang Lu, Jinming Lyu, Lei He

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

MambaOPU: An FPGA Overlay Processor for State-space-duality-based Mamba Models.

Shaoqiang Lu, Xuliang Yu, Tiandong Zhao, Siyuan Miao, Xinsong Sheng, Chen Wu, Liang Zhao, Ting-Jung Lin, Lei He

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

METAL: A Memory-Efficient Transformer Architecture for Long-Context Inference on FPGA.

Zicheng He, Shaoqiang Lu, Tiandong Zhao, Jinlong Yan, Chen Wu, Lei He

Proceedings of the 36th IEEE International Conference on Application-specific Systems, 2025

2024

ChatOPU: An FPGA-based Overlay Processor for Large Language Models with Unstructured Sparsity.

Tiandong Zhao, Shaoqiang Lu, Chen Wu, Lei He

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

2023

Token Packing for Transformers with Variable-Length Inputs.

Tiandong Zhao, Siyuan Miao, Shaoqiang Lu, Jialin Cao, Jun Qiu, Xiao Shi, Kun Wang, Lei He

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023