Kaiyuan Guo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Pedestrian Detection And Tracking

Autonomous Driving

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Kaiyuan Guo, Liping Lei, Mengya Sheng, Zhanghui Ji, Hao Song
Refining Spatial and Temporal XCO2 Characteristics Observed by Orbiting Carbon Observatory-2 and Orbiting Carbon Observatory-3 Using Sentinel-5P Tropospheric Monitoring Instrument NO2 Observations in China. Remote. Sens. 16 (13) (2024)
Hao Song, Mengya Sheng, Liping Lei, Kaiyuan Guo, Shaoqing Zhang, Zhanghui Ji
Spatial and Temporal Variations of Atmospheric CH4 in Monsoon Asia Detected by Satellite Observations of GOSAT and TROPOMI. Remote. Sens. 15 (13) (2023)
Gong-Lang Zhou, Kaiyuan Guo, Xiang Chen, Kwok Wa Leung
SpCNA: An FPGA-based Accelerator for Point Cloud Convolutional Neural Networks. FCCM (2023)
Yu Wang, Shulin Zeng, Kaiyuan Guo, Xuefei Ning, Yali Zhao, Zhongyuan Qiu, Changcheng Tang, Shuang Liang, Huazhong Yang
Efficient Autonomous Driving System Design: From Software to Hardware. ISVLSI (2022)
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) (2022)
Shaoqing Zhang, Liping Lei, Mengya Sheng, Hao Song, Luman Li, Kaiyuan Guo, Caihong Ma, Liangyun Liu, Zhaocheng Zeng
Evaluating Anthropogenic CO2 Bottom-Up Emission Inventories Using Satellite Observations from GOSAT and OCO-2. Remote. Sens. 14 (19) (2022)
Shuang Liang, Changcheng Tang, Xuefei Ning, Shulin Zeng, Jincheng Yu, Yu Wang, Kaiyuan Guo, Diange Yang, Tianyi Lu, Huazhong Yang
Efficient Computing Platform Design for Autonomous Driving Systems. ASP-DAC (2021)
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)
Kai Zhong, Tianchen Zhao, Xuefei Ning, Shulin Zeng, Kaiyuan Guo, Yu Wang, Huazhong Yang
Towards Lower Bit Multiplication for Convolutional Neural Network Training. CoRR (2020)
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)
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 (2020)
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)
Kaiyuan Guo, Shulin Zeng, Jincheng Yu, Yu Wang, Huazhong Yang
[DL] A Survey of FPGA-based Neural Network Inference Accelerators. ACM Trans. Reconfigurable Technol. Syst. 12 (1) (2019)
Kaiyuan Guo, Shuang Liang, Jincheng Yu, Xuefei Ning, Wenshuo Li, Yu Wang, Huazhong Yang
Compressed CNN Training with FPGA-based Accelerator. FPGA (2019)
Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Jincheng Yu, Junbin Wang, Song Yao, Song Han, Yu Wang, Huazhong Yang
Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (1) (2018)
Shulin Zeng, Kaiyuan Guo, Shaoxia Fang, Junlong Kang, Dongliang Xie, Yi Shan, Yu Wang, Huazhong Yang
An Efficient Reconfigurable Framework for General Purpose CNN-RNN Models on FPGAs. DSL (2018)
Jincheng Yu, Kaiyuan Guo, Yiming Hu, Xuefei Ning, Jiantao Qiu, Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Yu Wang, Huazhong Yang
Real-time object detection towards high power efficiency. DATE (2018)
Kaiyuan Guo, Jincheng Yu, Xuefei Ning, Yiming Hu, Yu Wang, Huazhong Yang
RRAM Based Buffer Design for Energy Efficient CNN Accelerator. ISVLSI (2018)
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) (2018)
Jincheng Yu, Yiming Hu, Xuefei Ning, Jiantao Qiu, Kaiyuan Guo, Yu Wang, Huazhong Yang
Instruction driven cross-layer CNN accelerator with winograd transformation on FPGA. FPT (2017)
Kaiyuan Guo, Shulin Zeng, Jincheng Yu, Yu Wang, Huazhong Yang
A Survey of FPGA Based Neural Network Accelerator. CoRR (2017)
Kaiyuan Guo, Song Han, Song Yao, Yu Wang, Yuan Xie, Huazhong Yang
Software-Hardware Codesign for Efficient Neural Network Acceleration. IEEE Micro 37 (2) (2017)
Junbin Wang, Ke Yan, Kaiyuan Guo, Jincheng Yu, Lingzhi Sui, Song Yao, Song Han, Yu Wang
Real-Time Pedestrian Detection and Tracking on Customized Hardware. ESTIMedia (2016)
Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Song Yao, Song Han, Yu Wang, Huazhong Yang
From model to FPGA: Software-hardware co-design for efficient neural network acceleration. Hot Chips Symposium (2016)
Jiantao Qiu, Jie Wang, Song Yao, Kaiyuan Guo, Boxun Li, Erjin Zhou, Jincheng Yu, Tianqi Tang, Ningyi Xu, Sen Song, Yu Wang, Huazhong Yang
Going Deeper with Embedded FPGA Platform for Convolutional Neural Network. FPGA (2016)
Xijie Jia, Kaiyuan Guo, Wenqiang Wang, Yu Wang, Huazhong Yang
SRI-SURF: A better SURF powered by scaled-RAM interpolator on FPGA. FPL (2016)
Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Song Yao, Song Han, Yu Wang, Huazhong Yang
Angel-Eye: A Complete Design Flow for Mapping CNN onto Customized Hardware. ISVLSI (2016)
Mengyuan Gu, Kaiyuan Guo, Wenqiang Wang, Yu Wang, Huazhong Yang
An FPGA-based real-time simultaneous localization and mapping system. FPT (2015)
Wenqiang Wang, Kaiyuan Guo, Mengyuan Gu, Yuchun Ma, Yu Wang
A universal FPGA-based floating-point matrix processor for mobile systems. FPT (2014)