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Songyun Qu
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RaQu: An automatic high-utilization CNN quantization and mapping framework for general-purpose RRAM accelerator
S Qu, B Li, Y Wang, D Xu, X Zhao, L Zhang
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
242020
ASBP: Automatic structured bit-pruning for RRAM-based NN accelerator
S Qu, B Li, Y Wang, L Zhang
2021 58th ACM/IEEE Design Automation Conference (DAC), 745-750, 2021
102021
An automated quantization framework for high-utilization rram-based pim
B Li, S Qu, Y Wang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
92021
Infox: An energy-efficient reram accelerator design with information-lossless low-bit adcs
Y He, S Qu, Y Wang, B Li, H Li, X Li
Proceedings of the 59th ACM/IEEE Design Automation Conference, 97-102, 2022
42022
Processing-in-SRAM acceleration for ultra-low power visual 3D perception
Y He, S Qu, G Lin, C Liu, L Zhang, Y Wang
Proceedings of the 59th ACM/IEEE Design Automation Conference, 295-300, 2022
32022
CAP: communication-aware automated parallelization for deep learning inference on CMP architectures
K Zou, Y Wang, L Cheng, S Qu, H Li, X Li
IEEE Transactions on Computers 71 (7), 1626-1639, 2021
32021
A Coordinated Model Pruning and Mapping Framework for RRAM-based DNN Accelerators
S Qu, B Li, S Zhao, L Zhang, Y Wang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022
22022
Cim-mlc: A multi-level compilation stack for computing-in-memory accelerators
S Qu, S Zhao, B Li, Y He, X Cai, L Zhang, Y Wang
Proceedings of the 29th ACM International Conference on Architectural …, 2024
12024
ENASA: Towards Edge Neural Architecture Search based on CIM acceleration
S Zhao, S Qu, Y Wang, Y Han
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023
12023
Communication-aware Quantization for Deep Learning Inference Parallelization on Chiplet-based Accelerators
K Zou, S Qu, W Li, Y Wang, H Li, Y Liu
2023 IEEE 29th International Conference on Parallel and Distributed Systems …, 2023
2023
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