Bosheng Liu, Zhuoshen Jiang, Yalan Wu, Jigang Wu, Xiaoming Chen, Peng Liu, Qingguo Zhou, and Yinhe Han, “Frequency-domain Inference Acceleration for Convolutional Neural Networks using ReRAMs,” Transactions on Parallel and Distributed Systems (TPDS), DOI: 10.1109/TPDS.2023.3322907, 2023. (CCF-A)
Bosheng Liu, Xiaoming Chen, Yinhe Han, Jigang Wu, Liang Chang, Peng Liu, Haobo Xu, "Search-free Inference Acceleration for Sparse Convolutional Neural Networks", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022, DOI: 10.1109/TCAD.2021.3102191. (CCF-A)
Bosheng Liu, Zhuoshen Jiang, Jigang, Wu, Xiaoming Chen, Yinhe Han, and Peng Liu, “F3D: Accelerating 3D Convolutional Neural Networks in Frequency Space Using ReRAM”, Design Automation Conference, pp. 571-576, 2021. (CCF-A)
Bosheng Liu, Xiaoming Chen, Yinhe Han, and Haobo Xu, “Swallow: A Versatile Accelerator for Sparse Neural Networks”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, pp.4881-4893, 2020. (CCF-A)
Bosheng Liu, Xiaoming Chen, Yinhe Han, Jiajun Li, Haobo Xu, and Xiaowei Li, “Accelerating DNN-based 3D Point Cloud Processing for Mobile Computing”, SCIENCE CHINA Information Sciences, 2019, 62(212102): 1-212102. (CCF-A)
Jiasong Chen, Zeming Xie, Weipeng Liang, Bosheng Liu* (通信), Xin Zheng, Jigang Wu, Xiaoming Xiong, “Quantization-aware Optimization Approach for CNNs Inference on CPUs”, accepted, ASP-DAC, 2024. (CCF-C)
Yuanli Zhong, Yongqi Xu, Bosheng Liu*(通信), Yibing Tang, and Jigang Wu, “Accelerating Event-based Deep Neural Networks via Flexible Data Encoding”, IEICE Electronics Express, accepted, 2023.
Bosheng Liu, Hongyi Liang, Jigang Wu, Xiaoming Chen, Peng Liu, Yinhe Han, “Accelerating Convolutional Neural Networks in Frequency Domain via Kernel-sharing Approach,” DOI: 10.1145/3566097.3567862, ASP-DAC, 2023. (CCF-C)
Bosheng Liu, Xiaoming Chen, Yinhe Han, and Liang Chang, “Efficient Accelerator Architecture for Optical Flow Estimation”, SCIENTIA SINICA Informationis, 2021, DOI: 10.1360/SSI-2020-0323
Bosheng Liu, Xiaoming Chen, Yinhe Han, Ying Wang, Jiajun Li, Haobo Xu, and Xiaowei Li, “Search-free Accelerator for Sparse Convolutional Neural Networks”, Proceedings of the 25rd Asia and South Pacific Design Automation Conference (ASP-DAC), 524-529, 2020. (CCF-C)
Bosheng Liu, Xiaoming Chen, Ying Wang, Yinhe Han, Jiajun Li, Haobo Xu, and Xiaowei Li, “Addressing the Issue of Processing Element Under-Utilization in General-Purpose Systolic Deep Learning Accelerators”, Proceedings of the 24rd Asia and South Pacific Design Automation Conference (ASP-DAC), 733-738, 2019. (CCF-C)
Bosheng liu, Ying Wang, Zhiqiang You, Yinhe Han, and Xiaowei Li, “A signal degradation reduction method for memristor ratioed logic (MRL) gates”, IEICE Electronics Express, 2015, WOS:000358123700002. (SCI)
