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Yufei Ma
/ 马宇飞
Assistant Professor
Institute for Artificial Intelligence
School of Integrated Circuits
Peking University
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Email:
yufei.ma@pku.edu.cn
No.5 Yiheyuan Road, Haidian District, Beijing 100871, P.R.China
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科研成果 by Year: 2020
2020
Chen, Zhiyuan, Yufei Ma*, and Zhongfeng Wang
. “
Optimizing Stochastic Computing for Low Latency Inference of Convolutional Neural Networks
.”
IEEE/ACM International Conference on Computer Aided Design (ICCAD)
, 2020.
Links
Ma, Yufei, Yuan Du, Li Du, Jun Lin, and Zhongfeng Wang
. “
In-Memory Computing: The Next-Generation AI Computing Paradigm
.”
ACM Great Lakes Symposium on VLSI (GLSVLSI)
, 2020.
Links
Krishnan, Gokul, Yufei Ma, and Yu Cao
. “
Small-world-based Structural Pruning for Efficient FPGA Inference of Deep Neural Networks
.”
IEEE International Conference on Solid-State & Integrated Circuit Technology (ICSICT)
, 2020.
Links
Wu, Xiao, Yufei Ma, and Zhongfeng Wang
. “
Efficient Inference of Large-Scale and Lightweight Convolutional Neural Networks on FPGA
.”
IEEE International System-on-Chip Conference (SOCC)
, 2020.
Links
Zhang, Hui, Wei Wu, Yufei Ma, and Zhongfeng Wang
. “
Efficient Hardware Post Processing of Anchor-Based Object Detection on FPGA
.”
IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
, 2020.
Links
Wen, Jiayu, Yufei Ma, and Zhongfeng Wang
. “
An Efficient FPGA Accelerator Optimized for High Throughput Sparse CNN Inference
.”
IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)
, 2020.
Links
Ma*, Yufei, Yu Cao, Sarma Vrudhula, and Jae-Sun Seo
. “
Performance Modeling for CNN Inference Accelerators on FPGA
.”
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
39, no. 4 (2020): 843 - 856.
Links
Ma*, Yufei, Yu Cao, Sarma Vrudhula, and Jae-Sun Seo
. “
Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators
.”
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
39, no. 2 (2020): 424 - 437.
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Types
Conference Proceedings
(25)
期刊论文
(11)
Summary
2024
(8)
2023
(6)
2022
(3)
2020
(8)
2019
(2)
2018
(3)
2017
(3)
2016
(2)
2015
(1)
* Corresponding Author
# Co-First Author