Shulin Zeng
Shulin Zeng
Ph.D Candidate, Tsinghua University
Verified email at mails.tsinghua.edu.cn
Title
Cited by
Cited by
Year
A survey of FPGA-based neural network accelerator
K Guo, S Zeng, J Yu, Y Wang, H Yang
arXiv preprint arXiv:1712.08934, 2017
1032017
[DL] A survey of FPGA-based neural network inference accelerators
K Guo, S Zeng, J Yu, Y Wang, H Yang
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 12 (1), 1-26, 2019
512019
An efficient reconfigurable framework for general purpose cnn-rnn models on fpgas
S Zeng, K Guo, S Fang, J Kang, D Xie, Y Shan, Y Wang, H Yang
2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 1-5, 2018
62018
A fine-grained sparse accelerator for multi-precision dnn
S Zeng, Y Lin, S Liang, J Kang, D Xie, Y Shan, S Han, Y Wang, H Yang
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
52019
Enabling efficient and flexible FPGA virtualization for deep learning in the cloud
S Zeng, G Dai, H Sun, K Zhong, G Ge, K Guo, Y Wang, H Yang
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
42020
Exploring the Potential of Low-bit Training of Convolutional Neural Networks
K Zhong, X Ning, Z Zhu, T Zhao, S Zeng, K Guo, Y Wang, H Yang
arXiv preprint arXiv:2006.02804, 2020
32020
Black box search space profiling for accelerator-aware neural architecture search
S Zeng, H Sun, Y Xing, X Ning, Y Shan, X Chen, Y Wang, H Yang
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 518-523, 2020
32020
INCA: INterruptible CNN accelerator for multi-tasking in embedded robots
J Yu, Z Xu, S Zeng, C Yu, J Qiu, C Shen, Y Xu, G Dai, Y Wang, H Yang
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
12020
INCAME: Interruptible CNN Accelerator for Multi-robot Exploration
J Yu, Z Xu, S Zeng, C Yu, J Qiu, Z Shen, Y Xu, G Dai, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
2021
3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud
S Zeng, G Dai, H Sun, J Liu, H Zheng, Y Wu, F Zhang, X Yang, Y Cai, ...
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
2021
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems
H Sun, Z Zhu, Y Cai, S Zeng, K Qiu, Y Wang, H Yang
2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 847-852, 2021
2021
Efficient Computing Platform Design for Autonomous Driving Systems
S Liang, C Tang, X Ning, S Zeng, J Yu, Y Wang, K Guo, D Yang, T Lu, ...
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
2021
Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud
S Zeng, G Dai, K Zhong, H Sun, G Ge, K Guo, Y Wang, H Yang
Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020
2020
Optimizing CNN Accelerator With Improved Roofline Model
S Fang, S Zeng, Y Wang
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