Kaiyuan Guo

According to our database, Kaiyuan Guo authored at least 27 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Spatial and Temporal Variations of Atmospheric CH4 in Monsoon Asia Detected by Satellite Observations of GOSAT and TROPOMI.

Hao Song, Mengya Sheng, Liping Lei, Kaiyuan Guo, Shaoqing Zhang, Zhanghui Ji

Remote. Sens., July, 2023

SpCNA: An FPGA-based Accelerator for Point Cloud Convolutional Neural Networks.

Gong-Lang Zhou, Kaiyuan Guo, Xiang Chen, Kwok Wa Leung

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

2022

A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud.

Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang, Huazhong Yang

ACM Trans. Reconfigurable Technol. Syst., 2022

Evaluating Anthropogenic CO2 Bottom-Up Emission Inventories Using Satellite Observations from GOSAT and OCO-2.

Shaoqing Zhang, Liping Lei, Mengya Sheng, Hao Song, Luman Li, Kaiyuan Guo, Caihong Ma, Liangyun Liu, Zhaocheng Zeng

Remote. Sens., 2022

Efficient Autonomous Driving System Design: From Software to Hardware.

Yu Wang, Shulin Zeng, Kaiyuan Guo, Xuefei Ning, Yali Zhao, Zhongyuan Qiu, Changcheng Tang, Shuang Liang, Huazhong Yang

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

2021

Efficient Computing Platform Design for Autonomous Driving Systems.

Shuang Liang, Changcheng Tang, Xuefei Ning, Shulin Zeng, Jincheng Yu, Yu Wang, Kaiyuan Guo, Diange Yang, Tianyi Lu, Huazhong Yang

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

Towards Lower Bit Multiplication for Convolutional Neural Network Training.

Kai Zhong, Tianchen Zhao, Xuefei Ning, Shulin Zeng, Kaiyuan Guo, Yu Wang, Huazhong Yang

CoRR, 2020

Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud.

Shulin Zeng, Guohao Dai, Kai Zhong, Hanbo Sun, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud.

Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

Soft Error Mitigation for Deep Convolution Neural Network on FPGA Accelerators.

Wenshuo Li, Guangjun Ge, Kaiyuan Guo, Xiaoming Chen, Qi Wei, Zhen Gao, Yu Wang, Huazhong Yang

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

[DL] A Survey of FPGA-based Neural Network Inference Accelerators.

Kaiyuan Guo, Shulin Zeng, Jincheng Yu, Yu Wang, Huazhong Yang

ACM Trans. Reconfigurable Technol. Syst., 2019

Compressed CNN Training with FPGA-based Accelerator.

Kaiyuan Guo, Shuang Liang, Jincheng Yu, Xuefei Ning, Wenshuo Li, Yu Wang, Huazhong Yang

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

2018

Instruction Driven Cross-layer CNN Accelerator for Fast Detection on FPGA.

Jincheng Yu, Guangjun Ge, Yiming Hu, Xuefei Ning, Jiantao Qiu, Kaiyuan Guo, Yu Wang, Huazhong Yang

ACM Trans. Reconfigurable Technol. Syst., 2018

Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA.

Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Jincheng Yu, Junbin Wang, Song Yao, Song Han, Yu Wang, Huazhong Yang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

RRAM Based Buffer Design for Energy Efficient CNN Accelerator.

Kaiyuan Guo, Jincheng Yu, Xuefei Ning, Yiming Hu, Yu Wang, Huazhong Yang

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

An Efficient Reconfigurable Framework for General Purpose CNN-RNN Models on FPGAs.

Shulin Zeng, Kaiyuan Guo, Shaoxia Fang, Junlong Kang, Dongliang Xie, Yi Shan, Yu Wang, Huazhong Yang

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Real-time object detection towards high power efficiency.

Jincheng Yu, Kaiyuan Guo, Yiming Hu, Xuefei Ning, Jiantao Qiu, Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Yu Wang, Huazhong Yang

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

Software-Hardware Codesign for Efficient Neural Network Acceleration.

Kaiyuan Guo, Song Han, Song Yao, Yu Wang, Yuan Xie, Huazhong Yang

IEEE Micro, 2017

A Survey of FPGA Based Neural Network Accelerator.

Kaiyuan Guo, Shulin Zeng, Jincheng Yu, Yu Wang, Huazhong Yang

CoRR, 2017

Instruction driven cross-layer CNN accelerator with winograd transformation on FPGA.

Jincheng Yu, Yiming Hu, Xuefei Ning, Jiantao Qiu, Kaiyuan Guo, Yu Wang, Huazhong Yang

Proceedings of the International Conference on Field Programmable Technology, 2017

2016

Angel-Eye: A Complete Design Flow for Mapping CNN onto Customized Hardware.

Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Song Yao, Song Han, Yu Wang, Huazhong Yang

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

From model to FPGA: Software-hardware co-design for efficient neural network acceleration.

Kaiyuan Guo, Lingzhi Sui, Jiantao Qiu, Song Yao, Song Han, Yu Wang, Huazhong Yang

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

SRI-SURF: A better SURF powered by scaled-RAM interpolator on FPGA.

Xijie Jia, Kaiyuan Guo, Wenqiang Wang, Yu Wang, Huazhong Yang

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Going Deeper with Embedded FPGA Platform for Convolutional Neural Network.

Jiantao Qiu, Jie Wang, Song Yao, Kaiyuan Guo, Boxun Li, Erjin Zhou, Jincheng Yu, Tianqi Tang, Ningyi Xu, Sen Song, Yu Wang, Huazhong Yang

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

Real-Time Pedestrian Detection and Tracking on Customized Hardware.

Junbin Wang, Ke Yan, Kaiyuan Guo, Jincheng Yu, Lingzhi Sui, Song Yao, Song Han, Yu Wang

Proceedings of the 14th ACM/IEEE Symposium on Embedded Systems for Real-Time Multimedia, 2016

2015

An FPGA-based real-time simultaneous localization and mapping system.

Mengyuan Gu, Kaiyuan Guo, Wenqiang Wang, Yu Wang, Huazhong Yang

Proceedings of the 2015 International Conference on Field Programmable Technology, 2015

2014

A universal FPGA-based floating-point matrix processor for mobile systems.

Wenqiang Wang, Kaiyuan Guo, Mengyuan Gu, Yuchun Ma, Yu Wang

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014