Yufei Ma

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 25

Top Venues

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Xu Zhu, Yufei Ma, Xiaoguang Li, Tiejun Li
Alternating Subspace Approximate Message Passing. CoRR (2024)
Yufei Ma
Food Safety Evaluation System Based on Mathematical Modeling. ICAIIS (2021)
Yufei Ma, Gokul Krishnan, Yu Cao, Le Ye, Ru Huang
SWIFT: Small-World-based Structural Pruning to Accelerate DNN Inference on FPGA. FPGA (2021)
Shi-Lu Dai, Shude He, Yufei Ma, Chengzhi Yuan
Distributed Cooperative Learning Control of Uncertain Multiagent Systems With Prescribed Performance and Preserved Connectivity. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Yufei Ma, Shuangxin Wang, Dingli Yu, Kaihua Zhu
Robust visual-inertial odometry with point and line features for blade inspection UAV. Ind. Robot 48 (2) (2021)
Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-Sun Seo
Performance Modeling for CNN Inference Accelerators on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (4) (2020)
Hui Zhang, Wei Wu, Yufei Ma, Zhongfeng Wang
Efficient Hardware Post Processing of Anchor-Based Object Detection on FPGA. ISVLSI (2020)
Yufei Ma, Yuan Du, Li Du, Jun Lin, Zhongfeng Wang
In-Memory Computing: The Next-Generation AI Computing Paradigm. ACM Great Lakes Symposium on VLSI (2020)
Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-Sun Seo
Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (2) (2020)
Jiayu Wen, Yufei Ma, Zhongfeng Wang
An Efficient FPGA Accelerator Optimized for High Throughput Sparse CNN Inference. APCCAS (2020)
Xiao Wu, Yufei Ma, Zhongfeng Wang
Efficient Inference of Large-Scale and Lightweight Convolutional Neural Networks on FPGA. SoCC (2020)
Zhiyuan Chen, Yufei Ma, Zhongfeng Wang
Optimizing Stochastic Computing for Low Latency Inference of Convolutional Neural Networks. ICCAD (2020)
Shreyas Kolala Venkataramanaiah, Yufei Ma, Shihui Yin, Eriko Nurvitadhi, Aravind Dasu, Yu Cao, Jae-sun Seo
Automatic Compiler Based FPGA Accelerator for CNN Training. FPL (2019)
Shreyas Kolala Venkataramanaiah, Yufei Ma, Shihui Yin, Eriko Nurvitadhi, Aravind Dasu, Yu Cao, Jae-sun Seo
Automatic Compiler Based FPGA Accelerator for CNN Training. CoRR (2019)
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
Efficient Network Construction through Structural Plasticity. CoRR (2019)
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
Efficient Network Construction Through Structural Plasticity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (3) (2019)
Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo
Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA. IEEE Trans. Very Large Scale Integr. Syst. 26 (7) (2018)
Yufei Ma, Tu Zheng, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo
Algorithm-hardware co-design of single shot detector for fast object detection on FPGAs. ICCAD (2018)
Yufei Ma, Naveen Suda, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo
ALAMO: FPGA acceleration of deep learning algorithms with a modularized RTL compiler. Integr. 62 (2018)
Yufei Ma, Minkyu Kim, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo
End-to-end scalable FPGA accelerator for deep residual networks. ISCAS (2017)
Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo
Optimizing Loop Operation and Dataflow in FPGA Acceleration of Deep Convolutional Neural Networks. FPGA (2017)
Zhongbiao Chen, Yijun He, Biao Zhang, Yufei Ma
A Method to Correct the Influence of Rain on X-Band Marine Radar Image. IEEE Access 5 (2017)
Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo
An automatic RTL compiler for high-throughput FPGA implementation of diverse deep convolutional neural networks. FPL (2017)
Yufei Ma, Naveen Suda, Yu Cao, Jae-sun Seo, Sarma B. K. Vrudhula
Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA. FPL (2016)
Naveen Suda, Vikas Chandra, Ganesh Dasika, Abinash Mohanty, Yufei Ma, Sarma B. K. Vrudhula, Jae-sun Seo, Yu Cao
Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks. FPGA (2016)
Yufei Ma, Minkyu Kim, Yu Cao, Jae-sun Seo, Sarma B. K. Vrudhula
Energy-efficient reconstruction of compressively sensed bioelectrical signals with stochastic computing circuits. ICCD (2015)
Tong Mo, Jingmin Xu, Zhongjie Wang, Yufei Ma, He Yuan Huang, Yuan Wang, Ying Liu, Jun Zhu, Xiaofei Xu
Service Composition Based Software Solution Design: A Case Study in Automobile Supply Chain. Int. J. Serv. Sci. Manag. Eng. Technol. 1 (2) (2010)

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Publication Activity (10 Years)

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Yufei Ma