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Journal Articles
- 2025
[j7]Zhen Gao
, Yanmao Qi, Jinchang Shi, Qiang Liu, Guangjun Ge, Yu Wang, Pedro Reviriego:
Detect and Replace: Efficient Soft Error Protection of FPGA-Based CNN Accelerators. IEEE Trans. Very Large Scale Integr. Syst. 33(1): 66-74 (2025)- 2024
- [j6]Zhen Gao, Jiaqi Feng, Shihui Gao, Qiang Liu, Guangjun Ge, Yu Wang, Pedro Reviriego:
Modeling the Effect of SEUs on the Configuration Memory of SRAM-FPGA-Based CNN Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 14(4): 799-810 (2024) - 2022
- [j5]Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang, Huazhong Yang:
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud. ACM Trans. Reconfigurable Technol. Syst. 15(3): 24:1-24:31 (2022) - [j4]Zhen Gao, Han Zhang, Yi Yao, Jiajun Xiao, Shulin Zeng, Guangjun Ge, Yu Wang, Anees Ullah, Pedro Reviriego:
Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning. IEEE Trans. Very Large Scale Integr. Syst. 30(3): 291-302 (2022) - 2021
- [j3]Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture. ACM Trans. Design Autom. Electr. Syst. 26(6): 44:1-44:24 (2021) - 2018
- [j2]Jincheng Yu, Guangjun Ge, Yiming Hu, Xuefei Ning, Jiantao Qiu, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Instruction Driven Cross-layer CNN Accelerator for Fast Detection on FPGA. ACM Trans. Reconfigurable Technol. Syst. 11(3): 22:1-22:23 (2018) - [j1]Guangjun Ge, Liuguo Yin:
Design and Analysis of Adaptive Message Coding on LDPC Decoder with Faulty Storage. Wirel. Commun. Mob. Comput. 2018 (2018)
Conference and Workshop Papers
- 2022
- [c10]Yichun Wu, Qiuyi Gu, Jincheng Yu, Guangjun Ge, Jian Wang, Qingmin Liao, Chun Zhang, Yu Wang:
MR-GMMExplore: Multi-Robot Exploration System in Unknown Environments based on Gaussian Mixture Model. ROBIO 2022: 1198-1203 - [c9]Yunfei Xiang, Jiantao Qiu, Jincheng Yu, Jiahao Tang, Guangjun Ge, Yu Wang, Huazhong Yang:
A Mobile Robot Experiment System with Lightweight Simulator Generator for Deep Reinforcement Learning Algorithm. ROBIO 2022: 1508-1514 - 2021
- [c8]Zhen Gao, Han Zhang, Xiaohui Wei, Jiajun Xiao, Shulin Zeng, Guangjun Ge, Yu Wang, Pedro Reviriego:
Ensemble of Pruned Networks for Reliable Classifiers. AICAS 2021: 1-4 - 2020
- [c7]Wenshuo Li, Guangjun Ge, Kaiyuan Guo, Xiaoming Chen, Qi Wei, Zhen Gao, Yu Wang, Huazhong Yang:
Soft Error Mitigation for Deep Convolution Neural Network on FPGA Accelerators. AICAS 2020: 1-5 - [c6]Wenshuo Li, Xuefei Ning, Guangjun Ge, Xiaoming Chen, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-Tolerant Neural Architecture. ASP-DAC 2020: 211-216 - [c5]Zhen Gao, Xiaohui Wei, Han Zhang, Wenshuo Li, Guangjun Ge, Yu Wang, Pedro Reviriego:
Reliability Evaluation of Pruned Neural Networks against Errors on Parameters. DFT 2020: 1-6 - [c4]Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. FCCM 2020: 102-110 - [c3]Shulin Zeng, Guohao Dai, Kai Zhong, Hanbo Sun, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. FPGA 2020: 317 - 2017
- [c2]Guangjun Ge, Liuguo Yin:
Adaptive package coding on unreliable memories for LDPC decoders in radiation environment. APCC 2017: 1-5 - [c1]Guangjun Ge, Liuguo Yin, Qin Huang:
LDPC Decoder with Embedded Coding on Unreliable Memories. GLOBECOM 2017: 1-6
Informal and Other Publications
- 2020
- [i2]Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-Tolerant Neural Architecture. CoRR abs/2003.10375 (2020) - [i1]Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. CoRR abs/2003.12101 (2020)
Coauthor Index
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