Guangjun Ge

Wuhan University of Technology — China

Computer Science · Physical Sciences

10h-index248citations28works2.22yr avg
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Research Topics

Advanced Neural Network Applications(12), Radiation Effects in Electronics(7), Adversarial Robustness in Machine Learning(7), CCD and CMOS Imaging Sensors(6), Advanced Memory and Neural Computing(5)

Publications28 total

Reinforcement learning-driven net order selection for efficient analog IC routing
Integration·2025
CoS2 hybridized Mo-doped VS4 core-shell three-dimensional nanoarrays for efficient hydrogen evolution reaction
Journal of Alloys and Compounds·2025· 1 cited
Ru Nanocluster-Anchored CoMoO<sub>4–<i>x</i></sub> Nanoflowers for Efficient Hydrogen Evolution Reaction
ACS Applied Nano Materials·2024· 5 cited
Detect and Replace: Efficient Soft Error Protection of FPGA-Based CNN Accelerators
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2024· 3 cited
Modeling the Effect of SEUs on the Configuration Memory of SRAM-FPGA based CNN Accelerators
IEEE Journal on Emerging and Selected Topics in Circuits and Systems·2024· 2 cited
Systematic Reliability Evaluation of FPGA Implemented CNN Accelerators
IEEE Transactions on Device and Materials Reliability·2023· 12 cited
MR-GMMExplore: Multi-Robot Exploration System in Unknown Environments based on Gaussian Mixture Model
2022 IEEE International Conference on Robotics and Biomimetics (ROBIO)·2022· 3 cited
A Mobile Robot Experiment System with Lightweight Simulator Generator for Deep Reinforcement Learning Algorithm
2022 IEEE International Conference on Robotics and Biomimetics (ROBIO)·2022
Safety Helmet Wearing Detection Based on YOLOv5 of Attention Mechanism
Journal of Physics Conference Series·2022· 18 citedOpen Access
Reliability evaluation of FPGA based pruned neural networks
Microelectronics Reliability·2022· 17 cited
Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2022· 29 cited
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud
ACM Transactions on Reconfigurable Technology and Systems·2021· 10 citedOpen Access
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture
ACM Transactions on Design Automation of Electronic Systems·2021· 18 cited
Ensemble of Pruned Networks for Reliable Classifiers
2021· 4 cited
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud
2020Open Access
Soft Error Mitigation for Deep Convolution Neural Network on FPGA Accelerators
2020· 27 cited
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in\n the Cloud
arXiv (Cornell University)·2020· 1 citedOpen Access
FTT-NAS: Discovering Fault-Tolerant Neural Architecture.
arXiv (Cornell University)·2020· 8 citedOpen Access
FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture
arXiv (Cornell University)·2020· 1 citedOpen Access
Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud
2020· 1 cited
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Frequent Co-authors

Huazhong Yang(11), Zhen Gao(9), Shulin Zeng(8), Pedro Reviriego(7), Kaiyuan Guo(6), Xuefei Ning(5), Xiaohong Chen(5), Yu Wang(5), Liuguo Yin(5), Wenshuo Li(4), Yu Wang(4), Yu Wang(4), Hanbo Sun(4), Han Zhang(3), Yi Yao(3), Anees Ullah(3), Jincheng Yu(3), Yin Zheng(3), Xiaohui Wei(3), Qiang Liu(3)