Yao Chen
Yao Chen
Advanced Digital Sciences Center, Singapore
Verified email at - Homepage
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Cloud-DNN: An Open Framework for Mapping DNN Models to Cloud FPGAs
Y Chen, J He, X Zhang, C Hao, D Chen
27th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2019
Compressing large-scale transformer-based models: A case study on bert
P Ganesh, Y Chen, X Lou, MA Khan, Y Yang, H Sajjad, P Nakov, D Chen, ...
Transactions of the Association for Computational Linguistics 9, 1061-1080, 2021
High level synthesis of complex applications: An H. 264 video decoder
X Liu, Y Chen, T Nguyen, S Gurumani, K Rupnow, D Chen
Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
Y Li, C Hao, X Zhang, X Liu, Y Chen, J Xiong, W Hwu, D Chen
Design Automation Conference (DAC) 2020, 2020
ThunderGP: HLS-based graph processing framework on fpgas
X Chen, H Tan, Y Chen, B He, WF Wong, D Chen
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
FCUDA-NoC: A scalable and efficient network-on-chip implementation for the CUDA-to-FPGA flow
Y Chen, ST Gurumani, Y Liang, G Li, D Guo, K Rupnow, D Chen
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (6 …, 2015
On-The-Fly Parallel Data Shuffling for Graph Processing on OpenCL based FPGA
X Chen, R Bajaj, Y Chen, J He, WF Wong, B He, D Chen
The International Conference on Field-Programmable Logic and Applications (FPL), 2019
T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA
Y Chen, K Zhang, C Gong, C Hao, X Zhang, T Li, D Chen
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019
VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization
C Gong, Y Chen, Y Lu, T Li, C Hao, D Chen
IEEE Transactions on Computers, 2020
TAG : Type Auxiliary Guiding for Code Comment Generation
R Cai, Z Liang, B Xu, Y Hao, Y Chen
ACL 2020, 2020
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving
C Hao, Y Chen, X Liu, A Sarwari, D Sew, A Dhar, B Wu, D Fu, J Xiong, ...
2019 International Conference On Computer Aided Design (ICCAD), 2019
Is FPGA Useful for Hash Joins?
X Chen, Y Chen, B Ronak, J He, B He, WF Wong, D Chen
The Conference on Innovative Data Systems Research (CIDR), 2020
HaaS: Cloud-based real-time data analytics with heterogeneity-aware scheduling
J He, Y Chen, TZJ Fu, X Long, M Winslett, L You, Z Zhang
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
System-level design solutions: Enabling the IoT explosion
L Yang, Y Chen, W Zuo, T Nguyen, S Gurumani, K Rupnow, D Chen
2015 IEEE 11th International Conference on ASIC (ASICON), 1-4, 2015
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices
X Zhang, C Hao, Y Li, Y Chen, J Xiong, W Hwu, D Chen
ICML 2019 Workshop, 2019
WMsorting: Wavelet Packets Decomposition and Mutual Information Based Spike Sorting Method
L Huang, BWK Ling, R Cai, Y Zeng, J He, Y Chen
IEEE Transactions on NanoBioscience, 2019
μL2Q: An Ultra-Low Loss Quantization Method for DNN Compression
C Gong, Y Lu, T Li, X Zhang, C Hao, D Chen, Y Chen
The 2019 International Joint Conference on Neural Networks (IJCNN), 2019
面向边缘计算的嵌入式 FPGA 卷积神经网络构建方法
卢冶, 陈瑶, 李涛, 蔡瑞初, 宫晓利
计算机研究与发展 55 (3), 551, 2018
Integrated CUDA-to-FPGA synthesis with network-on-chip
ST Gurumani, J Tolar, Y Chen, Y Liang, K Rupnow, D Chen
2014 IEEE 22nd Annual International Symposium on Field-Programmable Custom …, 2014
Pico-ampere voltage references for IoT systems
H Xu, J Hu, Y Chen, G Li, C Lu
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019
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