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 | 24 | 2020 |
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 | 10 | 2021 |
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 | 9 | 2021 |
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 | 4 | 2022 |
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 | 3 | 2022 |
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 | 3 | 2021 |
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 | 2 | 2022 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 |