Bosheng Liu

Joined

April 2024

Names

Bosheng Liu (Preferred)

Emails

****@gdut.edu.cn (Confirmed)

****@outlook.com (Confirmed)

****@126.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

Guangdong University of Technology, Guangdong University of Technology (gdut.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Yinhe Han

2014 – 2020

Expertise

No areas of expertise listed

Publications

Share-Aware Joint Model Deployment and Task Offloading for Multi-Task Inference
Yalan Wu, Jigang Wu, Long Chen, Bosheng Liu, Mianyang Yao, Siew Kei Lam
- IEEE Trans. Intell. Transp. Syst. 2024
- Readers: Everyone
Quantization-aware Optimization Approach for CNNs Inference on CPUs
Jiasong Chen, Zeming Xie, Weipeng Liang, Bosheng Liu, Xin Zheng, Jigang Wu, Xiaoming Xiong
- ASPDAC 2024
- Readers: Everyone
Accelerating Frequency-domain Convolutional Neural Networks Inference using FPGAs
Yi Chen, Bosheng Liu, Yongqi Xu, Jigang Wu, Xiaoming Chen, Peng Liu, Qingguo Zhou, Yinhe Han
- ISCAS 2024
- Readers: Everyone
A Complementary Resistive Switch-Based Balanced Ternary Logic
Zhijian Peng, Peng Liu, Lian Yao, Zhiqiang You, Bosheng Liu, Yang Yi, Jigang Wu
- ITC-Asia 2024
- Readers: Everyone
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained Devices
Yongqi Xu, Yujian Lee, Gao Yi, Bosheng Liu, Yucong Chen, Peng Liu, Jigang Wu, Xiaoming Chen, Yinhe Han
- CoRR 2024
- Readers: Everyone
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs
Bosheng Liu, Zhuoshen Jiang, Yalan Wu, Jigang Wu, Xiaoming Chen, Peng Liu, Qingguo Zhou, Yinhe Han
- IEEE Trans. Parallel Distributed Syst. 2023
- Readers: Everyone
Two-Level Scheduling Algorithms for Deep Neural Network Inference in Vehicular Networks
Yalan Wu, Jigang Wu, Mianyang Yao, Bosheng Liu, Long Chen, Siew Kei Lam
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IEEE Trans. Intell. Transp. Syst. 2023
- Readers: Everyone
Accelerating Convolutional Neural Networks in Frequency Domain via Kernel-Sharing Approach
Bosheng Liu, Hongyi Liang, Jigang Wu, Xiaoming Chen, Peng Liu, Yinhe Han
- ASP-DAC 2023
- Readers: Everyone
Accelerating event-based deep neural networks via flexible data encoding
Yuanli Zhong, Yongqi Xu, Bosheng Liu, Yibing Tang, Jigang Wu
- IEICE Electron. Express 2023
- Readers: Everyone
Search-Free Inference Acceleration for Sparse Convolutional Neural Networks
Bosheng Liu, Xiaoming Chen, Yinhe Han, Jigang Wu, Liang Chang, Peng Liu, Haobo Xu
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2022
- Readers: Everyone

View all 18 publications

Co-Authors

View all 35 co-authors