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Yao Chen
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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, ...
Transactions of the Association for Computational Linguistics 9, 1061-1080, 2021
1792021
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
1322019
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
952020
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
832021
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
642016
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
492020
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
452020
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
412019
YOLO-ReT: Towards high accuracy real-time object detection on edge GPUs
P Ganesh*, Y Chen*, Y Yang, D Chen, M Winslett
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
332022
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
332019
Learning-based simultaneous detection and characterization of time delay attack in cyber-physical systems
P Ganesh, X Lou, Y Chen, R Tan, DKY Yau, D Chen, M Winslett
IEEE Transactions on Smart Grid 12 (4), 3581-3593, 2021
322021
TAG : Type Auxiliary Guiding for Code Comment Generation
R Cai, Z Liang, B Xu, Y Hao, Y Chen
ACL 2020, 2020
272020
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
262015
WinoCNN: Kernel sharing Winograd systolic array for efficient convolutional neural network acceleration on FPGAs
X Liu, Y Chen, C Hao, A Dhar, D Chen
2021 IEEE 32nd International Conference on Application-specific Systems …, 2021
252021
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
242019
ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
X Chen, Y Chen, F Cheng, H Tan, B He, WF Wong
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2022
172022
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
162019
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
152019
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
132019
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
132018
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