Songyun Qu

12 papers A* 4A 2B 1Journal 4Unranked 1
YearRankTypeTitle / Venue / Authors
2024 A conf
Bit-Trimmer: Ineffectual Bit-Operation Removal for CLM Architecture.
DATE
Yintao He, Shixin Zhao, Songyun Qu, Huawei Li, Xiaowei Li, Ying Wang
2024 — conf
CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators.
ASPLOS (2)
Songyun Qu, Shixin Zhao, Bing Li, Yintao He, Xuyi Cai, Lei Zhang, Ying Wang
2024 J jnl
CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators.
CoRR
Songyun Qu, Shixin Zhao, Bing Li, Yintao He, Xuyi Cai, Lei Zhang, Ying Wang
2023 J jnl
A Coordinated Model Pruning and Mapping Framework for RRAM-Based DNN Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Songyun Qu, Bing Li, Shixin Zhao, Lei Zhang, Ying Wang
2023 B conf
Communication-aware Quantization for Deep Learning Inference Parallelization on Chiplet-based Accelerators.
ICPADS
Kaiwei Zou, Songyun Qu, Wen Li, Ying Wang, Huawei Li, Yongpan Liu
2023 A conf
ENASA: Towards Edge Neural Architecture Search based on CIM acceleration.
DATE
Shixin Zhao, Songyun Qu, Ying Wang, Yinhe Han
2022 J jnl
An Automated Quantization Framework for High-Utilization RRAM-Based PIM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Bing Li, Songyun Qu, Ying Wang
2022 J jnl
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures.
IEEE Trans. Computers
Kaiwei Zou, Ying Wang, Long Cheng, Songyun Qu, Huawei Li, Xiaowei Li
2022 A* conf
InfoX: an energy-efficient ReRAM accelerator design with information-lossless low-bit ADCs.
DAC
Yintao He, Songyun Qu, Ying Wang, Bing Li, Huawei Li, Xiaowei Li
2022 A* conf
Processing-in-SRAM acceleration for ultra-low power visual 3D perception.
DAC
Yuquan He, Songyun Qu, Gangliang Lin, Cheng Liu, Lei Zhang, Ying Wang
2021 A* conf
ASBP: Automatic Structured Bit-Pruning for RRAM-based NN Accelerator.
DAC
Songyun Qu, Bing Li, Ying Wang, Lei Zhang
2020 A* conf
RaQu: An automatic high-utilization CNN quantization and mapping framework for general-purpose RRAM Accelerator.
DAC
Songyun Qu, Bing Li, Ying Wang, Dawen Xu, Xiandong Zhao, Lei Zhang