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Huize Li
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2020 – today
- 2025
- [j6]Huize Li
, Dan Chen
SADIMM: Accelerating $\underline{\text{S}}$S - parse $\underline{\text{A}}$A - ttention Using $\underline{\text{DIMM}}$DIMM - -Based Near-Memory Processing. IEEE Trans. Computers 74(2): 542-554 (2025) - [j5]Cong Liu
A ReRAM-Based Processing-In-Memory Architecture for Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(2): 512-524 (2025) - [i4]Huize Li, Dan Chen, Tulika Mitra:
Hybrid Photonic-digital Accelerator for Attention Mechanism. CoRR abs/2501.11286 (2025) - 2024
- [j4]Jiahong Xu
ReHarvest: An ADC Resource-Harvesting Crossbar Architecture for ReRAM-Based DNN Accelerators. ACM Trans. Archit. Code Optim. 21(3): 63:1-63:26 (2024) - [j3]Huize Li
CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1741-1754 (2024) - [c4]Zhenyu Bai
SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs. DAC 2024: 93:1-93:6 - [c3]Huize Li
ASADI: Accelerating Sparse Attention Using Diagonal-based In-Situ Computing. HPCA 2024: 774-787 - [i3]Zhenyu Bai, Pranav Dangi, Huize Li, Tulika Mitra:
SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs. CoRR abs/2405.17025 (2024) - 2023
- [i2]Huize Li, Tulika Mitra:
Accelerating Unstructured SpGEMM using Structured In-situ Computing. CoRR abs/2311.03826 (2023) - 2022
- [j2]Huize Li
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory. Frontiers Comput. Sci. 17(2): 172103 (2022) - [c2]Cong Liu, Haikun Liu, Hai Jin, Xiaofei Liao, Yu Zhang, Zhuohui Duan
ReGNN: a ReRAM-based heterogeneous architecture for general graph neural networks. DAC 2022: 469-474 - [c1]Huize Li
ReSMA: accelerating approximate string matching using ReRAM-based content addressable memory. DAC 2022: 991-996 - [i1]Huize Li, Hai Jin, Long Zheng, Yu Huang, Xiaofei Liao, Dan Chen, Zhuohui Duan, Cong Liu, Jiahong Xu, Chuangyi Gui:
CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture. CoRR abs/2210.06696 (2022) - 2020
- [j1]Huize Li
ReSQM: Accelerating Database Operations Using ReRAM-Based Content Addressable Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4030-4041 (2020)
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