Bosheng Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 20

Top Topics

Prolate Spheroidal

Frequency Domain Analysis

Top Venues

IEICE Electron. Express

IEEE Trans. Intell. Transp. Syst.

Publications

Yi Chen, Bosheng Liu, Yongqi Xu, Jigang Wu, Xiaoming Chen, Peng Liu, Qingguo Zhou, Yinhe Han
Accelerating Frequency-domain Convolutional Neural Networks Inference using FPGAs. ISCAS (2024)
Jia Zhao, Bosheng Liu, Runxiu Wu, Longzhe Han, Ming Chen
Combining residual structure and edge loss for face image restoration with generative adversarial networks. Signal Image Video Process. 18 (3) (2024)
Yalan Wu, Jigang Wu, Long Chen, Bosheng Liu, Mianyang Yao, Siew Kei Lam
Share-Aware Joint Model Deployment and Task Offloading for Multi-Task Inference. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Jiasong Chen, Zeming Xie, Weipeng Liang, Bosheng Liu, Xin Zheng, Jigang Wu, Xiaoming Xiong
Quantization-aware Optimization Approach for CNNs Inference on CPUs. ASPDAC (2024)
Bosheng Liu, Hongyi Liang, Jigang Wu, Xiaoming Chen, Peng Liu, Yinhe Han
Accelerating Convolutional Neural Networks in Frequency Domain via Kernel-Sharing Approach. ASP-DAC (2023)
Yalan Wu, Jigang Wu, Mianyang Yao, Bosheng Liu, Long Chen, Siew Kei Lam
Two-Level Scheduling Algorithms for Deep Neural Network Inference in Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Yuanli Zhong, Yongqi Xu, Bosheng Liu, Yibing Tang, Jigang Wu
Accelerating event-based deep neural networks via flexible data encoding. IEICE Electron. Express 20 (21) (2023)
Bosheng Liu, Zhuoshen Jiang, Yalan Wu, Jigang Wu, Xiaoming Chen, Peng Liu, Qingguo Zhou, Yinhe Han
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs. IEEE Trans. Parallel Distributed Syst. 34 (12) (2023)
Bosheng Liu, Xiaoming Chen, Yinhe Han, Jigang Wu, Liang Chang, Peng Liu, Haobo Xu
Search-Free Inference Acceleration for Sparse Convolutional Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (7) (2022)
Peng Liu, Zhiqiang You, Jigang Wu, Bosheng Liu, Yinhe Han, Krishnendu Chakrabarty
Fault Modeling and Efficient Testing of Memristor-Based Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (11) (2021)
Bosheng Liu, Zhuoshen Jiang, Jigang Wu, Xiaoming Chen, Yinhe Han, Peng Liu
F3D: Accelerating 3D Convolutional Neural Networks in Frequency Space Using ReRAM. DAC (2021)
Bosheng Liu, Xiaoming Chen, Yinhe Han, Ying Wang, Jiajun Li, Haobo Xu, Xiaowei Li
Search-free Accelerator for Sparse Convolutional Neural Networks. ASP-DAC (2020)
Bosheng Liu, Xiaoming Chen, Yinhe Han, Haobo Xu
Swallow: A Versatile Accelerator for Sparse Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Bosheng Liu, Xiaoming Chen, Yinhe Han, Jiajun Li, Haobo Xu, Xiaowei Li
Accelerating DNN-based 3D point cloud processing for mobile computing. Sci. China Inf. Sci. 62 (11) (2019)
Jiajun Li, Ying Wang, Bosheng Liu, Yinhe Han, Xiaowei Li
Simulate-the-hardware: training accurate binarized neural networks for low-precision neural accelerators. ASP-DAC (2019)
Xiaoming Chen, Longxiang Yin, Bosheng Liu, Yinhe Han
Merging Everything (ME): A Unified FPGA Architecture Based on Logic-in-Memory Techniques. DAC (2019)
Bosheng Liu, Xiaoming Chen, Ying Wang, Yinhe Han, Jiajun Li, Haobo Xu, Xiaowei Li
Addressing the issue of processing element under-utilization in general-purpose systolic deep learning accelerators. ASP-DAC (2019)
Haobo Xu, Ying Wang, Yujie Wang, Jiajun Li, Bosheng Liu, Yinhe Han
ACG-Engine: An Inference Accelerator for Content Generative Neural Networks. ICCAD (2019)
Lili Song, Ying Wang, Yinhe Han, Xin Zhao, Bosheng Liu, Xiaowei Li
C-brain: a deep learning accelerator that tames the diversity of CNNs through adaptive data-level parallelization. DAC (2016)
Bosheng Liu, Ying Wang, Zhiqiang You, Yinhe Han, Xiaowei Li
A signal degradation reduction method for memristor ratioed logic (MRL) gates. IEICE Electron. Express 12 (8) (2015)
Bosheng Liu, Zhiqiang You, Xiangrao Li, Jishun Kuang, Zheng Qin
Comparator and half adder design using complementary resistive switches crossbar. IEICE Electron. Express 10 (13) (2013)
Jianping Wang, Bosheng Liu, Xianwei Zhou
PCE algorithm for PAPR reduction in OFDM-ROF system. IEEE Trans. Consumer Electron. 55 (3) (2009)