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Shengwen Liang
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Engn: A high-throughput and energy-efficient accelerator for large graph neural networks
S Liang, Y Wang, C Liu, L He, LI Huawei, D Xu, X Li
IEEE Transactions on Computers 70 (9), 1511-1525, 2020
1602020
Cognitive {SSD}: A deep learning engine for {In-Storage} data retrieval
S Liang, Y Wang, Y Lu, Z Yang, H Li, X Li
2019 USENIX Annual Technical Conference (USENIX ATC 19), 395-410, 2019
562019
Deepburning-gl: an automated framework for generating graph neural network accelerators
S Liang, C Liu, Y Wang, H Li, X Li
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
312020
{GLIST}: Towards {in-storage} graph learning
C Li, Y Wang, C Liu, S Liang, H Li, X Li
2021 USENIX Annual Technical Conference (USENIX ATC 21), 225-238, 2021
232021
ChipGPT: How far are we from natural language hardware design
K Chang, Y Wang, H Ren, M Wang, S Liang, Y Han, H Li, X Li
arXiv preprint arXiv:2305.14019, 2023
202023
Ins-dla: An in-ssd deep learning accelerator for near-data processing
S Liang, Y Wang, C Liu, H Li, X Li
2019 29th International Conference on Field Programmable Logic and …, 2019
172019
A none-sparse inference accelerator that distills and reuses the computation redundancy in CNNs
Y Wang, S Liang, H Li, X Li
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
82019
The 2020 low-power computer vision challenge
X Hu, MC Chang, Y Chen, R Sridhar, Z Hu, Y Xue, Z Wu, P Pi, J Shen, ...
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
72021
Gcim: a near-data processing accelerator for graph construction
L He, C Liu, Y Wang, S Liang, H Li, X Li
2021 58th ACM/IEEE Design Automation Conference (DAC), 205-210, 2021
62021
VStore: in-storage graph based vector search accelerator
S Liang, Y Wang, Z Yuan, C Liu, H Li, X Li
Proceedings of the 59th ACM/IEEE Design Automation Conference, 997-1002, 2022
52022
Energy-efficient NTT Design with One-bank SRAM and 2-D PE Array
J Mu, H Tan, J Wu, H Lu, CH Chang, S Chen, S Liang, J Ye, H Li, X Li
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023
22023
Cognitive SSD+: a deep learning engine for energy-efficient unstructured data retrieval
S Liang, Y Wang, H Li, X Li
CCF Transactions on High Performance Computing 4 (3), 302-320, 2022
12022
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