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2020 – today
- 2025
[j1]Shaoqiang Lu
, Tiandong Zhao, Ting-Jung Lin, Rumin Zhang, Chen Wu, Lei He:
MCoreOPU: An FPGA-based Multi-Core Overlay Processor for Transformer-based Models. ACM Trans. Reconfigurable Technol. Syst. 18(3): 37:1-37:27 (2025)- [c5]Zicheng He, Shaoqiang Lu, Tiandong Zhao, Jinlong Yan, Chen Wu, Lei He:
METAL: A Memory-Efficient Transformer Architecture for Long-Context Inference on FPGA. ASAP 2025: 93-100 - [c4]Shaoqiang Lu, Xuliang Yu, Tiandong Zhao, Siyuan Miao, Xinsong Sheng, Chen Wu, Liang Zhao, Ting-Jung Lin, Lei He:
MambaOPU: An FPGA Overlay Processor for State-space-duality-based Mamba Models. DAC 2025: 1-7 - [c3]Siyuan Miao, Lingkang Zhu, Chen Wu, Shaoqiang Lu, Jinming Lyu, Lei He:
C2OPU: Hybrid Compute-in-Memory and Coarse-Grained Reconfigurable Architecture for Overlay Processing of Transformers. FCCM 2025: 273 - 2024
- [c2]Tiandong Zhao, Shaoqiang Lu, Chen Wu, Lei He:
ChatOPU: An FPGA-based Overlay Processor for Large Language Models with Unstructured Sparsity. ICCAD 2024: 203:1-203:9 - 2023
- [c1]Tiandong Zhao, Siyuan Miao, Shaoqiang Lu, Jialin Cao, Jun Qiu, Xiao Shi, Kun Wang, Lei He:
Token Packing for Transformers with Variable-Length Inputs. FPL 2023: 49-56
Coauthor Index
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