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Cheng Liu (刘成)
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ENGN: A high-throughput and energy-efficient accelerator for large graph neural networks
S Liang, Y Wang, C Liu, L He, LI Huawei, D Xu, X Li
IEEE Transactions on Computers, 2020
1682020
A survey on graph processing accelerators: Challenges and opportunities
CY Gui, L Zheng, B He, C Liu, XY Chen, XF Liao, H Jin
Journal of Computer Science and Technology 34, 339-371, 2019
932019
Vertical interconnects squeezing in symmetric 3D mesh Network-on-Chip
C Liu, L Zhang, Y Han, X Li
16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), 357-362, 2011
822011
Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware
X Zhao, Y Wang, X Cai, C Liu, L Zhang
International Conference on Learning Representations (ICLR), 2020
752020
QuickDough: A rapid FPGA loop accelerator design framework using soft CGRA overlay
C Liu, HC Ng, HKH So
2015 International Conference on Field Programmable Technology (FPT), 56-63, 2015
632015
Network-aware locality scheduling for distributed data operators in data centers
L Cheng, Y Wang, Q Liu, DHJ Epema, C Liu, Y Mao, J Murphy
IEEE Transactions on Parallel and Distributed Systems 32 (6), 1494-1510, 2021
502021
NISAR: An AXI compliant on-chip NI architecture offering transaction reordering processing
X Yang, Z Qing-li, F Fang-fa, Y Ming-yan, L Cheng
2007 7th International Conference on ASIC, 890-893, 2007
382007
A resilient on-chip router design through data path salvaging
C Liu, L Zhang, Y Han, X Li
16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), 437-442, 2011
372011
FCN-engine: Accelerating deconvolutional layers in classic CNN processors
D Xu, K Tu, Y Wang, C Liu, B He, H Li
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2018
362018
FPGA overlays
HKH So, C Liu
FPGAs for Software Programmers, 285-305, 2016
362016
Reliability Evaluation and Analysis of FPGA-Based Neural Network Acceleration System
D Xu, Z Zhu, C Liu, Y Wang, S Zhao, L Zhang, H Liang, H Li, KT Cheng
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2021
352021
Deepburning-gl: an automated framework for generating graph neural network accelerators
S Liang, C Liu, Y Wang, H Li, X Li
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
352020
Economizing TSV Resources in 3-D Network-on-Chip Design
Y Wang, YH Han, L Zhang, BZ Fu, C Liu, HW Li, X Li
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 1-13, 2014
352014
{GLIST}: Towards {in-storage} graph learning
C Li, Y Wang, C Liu, S Liang, H Li, X Li
2021 USENIX Annual Technical Conference (USENIX ATC 21), 225-238, 2021
312021
Automatic nested loop acceleration on FPGAs using soft CGRA overlay
C Liu, HC Ng, HKH So
arXiv preprint arXiv:1509.00042, 2015
312015
BitPruner: Network pruning for bit-serial accelerators
X Zhao, Y Wang, C Liu, C Shi, K Tu, L Zhang
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
272020
HyCA: A hybrid computing architecture for fault-tolerant deep learning
C Liu, C Chu, D Xu, Y Wang, Q Wang, H Li, X Li, KT Cheng
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
252021
A soft processor overlay with tightly-coupled FPGA accelerator
HC Ng, C Liu, HKH So
arXiv preprint arXiv:1606.06483, 2016
252016
Resilient neural network training for accelerators with computing errors
D Xu, K Xing, C Liu, Y Wang, Y Dai, L Cheng, H Li, L Zhang
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
24*2019
You Only Search Once: A Fast Automation Framework for Single-Stage DNN/Accelerator Co-design
W Chen, Y Wang, S Yang, C Liu, L Zhang
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
232020
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Articles 1–20